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hrithikppawar/maleria-detection-from-cell-images.ipynb

Created October 5, 2020 05:35
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Maleria Detection from Cell Images.ipynb
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maleria-detection-from-cell-images.ipynb
{
"nbformat": 4,
"nbformat_minor": 0,
"metadata": {
"colab": {
"name": "Maleria Detection from Cell Images.ipynb",
"provenance": [],
"authorship_tag": "ABX9TyOYN8K2THJFfc4RuNcOwopO",
"include_colab_link": true
},
"kernelspec": {
"name": "python3",
"display_name": "Python 3"
},
"accelerator": "GPU"
},
"cells": [
{
"cell_type": "markdown",
"metadata": {
"id": "view-in-github",
"colab_type": "text"
},
"source": [
"<a href=\"https://colab.research.google.com/gist/hrik24-git/dd16052560258ddf463b646bab7d0646/maleria-detection-from-cell-images.ipynb\" target=\"_parent\"><img src=\"https://colab.research.google.com/assets/colab-badge.svg\" alt=\"Open In Colab\"/></a>"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "J4jZV3S2XSQA"
},
"source": [
"# Maleria Detection\n",
"\n",
"Hello! Here we are going to deal with identification of cell which are infected by Maleria. We have dataset in which we have images of cells\n",
"stored in two separate directories. One directory contains 13,780 images on infected cells and in another directory named as uninfected also contains\n",
"13,780 images of uninfected cells. \n",
"\n",
"So, in this notebook we are going to create a Deep Learning Model which will classify the cell image as infected on uninfected by marleria.\n",
"\n",
"Here we will be dealing with images hence using a Convolutional Neural Network will be a first choice for any Machine Learning Practitioner. \n",
"CNN will extract important features from the image, which will help our model to classify the particualar image as it is a \n",
"infected or uninfected cell of Maleria."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "DajmjSBqZ4O7"
},
"source": [
"## Collecting Data Set\n",
"\n",
"This will be first step for every Machine Learning or Deep Learning Project. Without data, how will you train your model...\n",
"\n",
"So let's download our dataset of Cell Images."
]
},
{
"cell_type": "code",
"metadata": {
"id": "FHRO5VZ1XGZr",
"outputId": "6aeb0627-c7b2-4351-998c-28f3c234d15a",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 208
}
},
"source": [
"!wget https://ceb.nlm.nih.gov/proj/malaria/cell_images.zip"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"--2020-10-04 14:41:51-- https://ceb.nlm.nih.gov/proj/malaria/cell_images.zip\n",
"Resolving ceb.nlm.nih.gov (ceb.nlm.nih.gov)... 130.14.52.15, 2607:f220:41e:7052::15\n",
"Connecting to ceb.nlm.nih.gov (ceb.nlm.nih.gov)|130.14.52.15|:443... connected.\n",
"HTTP request sent, awaiting response... 200 OK\n",
"Length: 353452851 (337M) [application/zip]\n",
"Saving to: ‘cell_images.zip’\n",
"\n",
"cell_images.zip 100%[===================>] 337.08M 40.8MB/s in 8.9s \n",
"\n",
"2020-10-04 14:42:01 (37.8 MB/s) - ‘cell_images.zip’ saved [353452851/353452851]\n",
"\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "bBWKIpiVXY1Y",
"outputId": "c8c14f21-4e62-44f8-eb31-df37e1b68718",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 1000
}
},
"source": [
"!unzip cell_images.zip"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"\u001b[1;30;43mStreaming output truncated to the last 5000 lines.\u001b[0m\n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_118.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_126.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_134.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_141.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_168.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_175.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_183.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_221.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_222.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_87.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102428_cell_91.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_104.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_13.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_146.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_168.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_177.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_179.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_186.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_20.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_219.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_236.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_251.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_254.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_33.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102516_cell_58.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_111.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_134.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_160.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_164.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_169.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_171.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_18.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_180.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_187.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_199.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_208.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_32.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_48.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102546_cell_89.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_127.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_143.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_196.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_206.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_209.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_253.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_254.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_26.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_46.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_8.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_84.png \n",
" extracting: cell_images/Uninfected/C236ThinF_IMG_20151127_102635_cell_88.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_110.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_126.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_152.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_16.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_167.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_168.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_169.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_178.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_18.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_184.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_4.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_43.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_67.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104748_cell_88.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_12.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_129.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_138.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_154.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_158.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_17.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_199.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_222.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_244.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_245.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_56.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_63.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_72.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104844_cell_99.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_11.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_119.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_128.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_146.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_162.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_200.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_225.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_25.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_38.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_40.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_45.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_54.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_76.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_104954_cell_80.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_11.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_120.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_131.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_148.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_151.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_165.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_220.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_235.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_259.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_38.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_47.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_67.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105320_cell_93.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_100.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_103.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_105.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_153.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_172.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_18.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_228.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_24.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_259.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_35.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_38.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_73.png \n",
" extracting: cell_images/Uninfected/C237ThinF_IMG_20151127_105345_cell_96.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_106.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_109.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_120.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_139.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_170.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_192.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_201.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_36.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_84.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114038_cell_97.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_103.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_115.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_164.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_179.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_189.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_30.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_46.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_55.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_59.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114345_cell_84.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_127.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_133.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_141.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_159.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_28.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_32.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_41.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_65.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_90.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114444_cell_91.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_123.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_151.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_163.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_164.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_171.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_18.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_24.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_64.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_75.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114605_cell_83.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_106.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_120.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_125.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_126.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_13.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_133.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_148.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_154.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_58.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114653_cell_95.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_165.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_174.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_180.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_190.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_26.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_36.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_40.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_42.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_51.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_114914_cell_91.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_115.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_148.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_172.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_184.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_187.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_188.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_191.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_25.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_41.png \n",
" extracting: cell_images/Uninfected/C238NThinF_IMG_20151207_115017_cell_95.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_1.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_127.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_146.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_154.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_162.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_174.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_202.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_215.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_216.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_279.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_39.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_60.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_71.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113008_cell_76.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_128.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_130.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_17.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_174.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_178.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_181.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_196.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_225.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_24.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_262.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_3.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_54.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_71.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113150_cell_82.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_12.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_164.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_199.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_216.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_237.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_244.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_250.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_26.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_265.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_273.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_291.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_62.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113202_cell_91.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_116.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_117.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_123.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_132.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_173.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_23.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_236.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_237.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_245.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_284.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_38.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_61.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_7.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113223_cell_96.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_148.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_150.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_169.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_18.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_188.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_25.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_254.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_278.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_61.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_67.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_73.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_80.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_84.png \n",
" extracting: cell_images/Uninfected/C239ThinF_IMG_20151127_113253_cell_94.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_105.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_106.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_120.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_121.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_125.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_144.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_167.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_182.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_185.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_194.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_72.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_87.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115223_cell_9.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_151.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_160.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_17.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_203.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_205.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_208.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_234.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_42.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_5.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_64.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_96.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115247_cell_97.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_105.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_110.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_172.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_203.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_231.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_29.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_4.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_6.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_73.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_75.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_92.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115306_cell_96.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_104.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_15.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_157.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_159.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_16.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_166.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_192.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_196.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_200.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_225.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_227.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_65.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_7.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115328_cell_72.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_127.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_129.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_138.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_140.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_174.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_205.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_207.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_214.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_28.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_42.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_44.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_6.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_63.png \n",
" extracting: cell_images/Uninfected/C240ThinF_IMG_20151127_115545_cell_97.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_129.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_142.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_143.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_144.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_15.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_150.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_20.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_43.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_83.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124030_cell_98.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_138.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_143.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_161.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_166.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_173.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_26.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_29.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_75.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124115_cell_87.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_112.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_117.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_119.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_128.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_132.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_150.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_164.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_29.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_68.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124208_cell_7.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_125.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_131.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_149.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_169.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_18.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_51.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_6.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_7.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124240_cell_9.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_119.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_130.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_137.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_144.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_149.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_35.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_73.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_82.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_84.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124358_cell_91.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_104.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_120.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_125.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_171.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_22.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_30.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_40.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_51.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_61.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124608_cell_90.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_125.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_136.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_158.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_169.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_25.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_26.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_45.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_46.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_91.png \n",
" extracting: cell_images/Uninfected/C241NThinF_IMG_20151207_124643_cell_96.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_141.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_144.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_150.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_155.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_187.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_204.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_214.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_215.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_38.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_52.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_72.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_74.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_84.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114631_cell_99.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_113.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_12.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_124.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_13.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_139.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_161.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_172.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_173.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_178.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_183.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_36.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_72.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114730_cell_98.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_101.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_106.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_107.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_113.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_127.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_142.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_181.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_197.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_217.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_221.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_38.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_69.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_92.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114751_cell_93.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_107.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_128.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_142.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_217.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_232.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_233.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_235.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_242.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_6.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_62.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_66.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_73.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_9.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_114815_cell_95.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_115.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_117.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_126.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_13.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_133.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_138.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_196.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_203.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_205.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_223.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_240.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_247.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_249.png \n",
" extracting: cell_images/Uninfected/C2NThinF_IMG_20150604_115238_cell_259.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_127.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_157.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_2.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_20.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_36.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_114756a_cell_81.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_120.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_127.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_132.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_39.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_6.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115740a_cell_65.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_101.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_175.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_52.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_55.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_59.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_115808a_cell_62.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_11.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_153.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_189.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_212.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_26.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120645a_cell_35.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_120.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_123.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_155.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_182.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_191.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120742a_cell_62.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_166.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_3.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_55.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_65.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_73.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120804a_cell_74.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_105.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_134.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_28.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_42.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_91.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_120838a_cell_94.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_156.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_159.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_176.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_60.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_62.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121102a_cell_7.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_120.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_127.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_144.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_42.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_46.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121229a_cell_97.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_129.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_135.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_151.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_29.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_46.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121300a_cell_67.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_102.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_114.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_139.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_43.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_78.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121411a_cell_79.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121435a_cell_138.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121435a_cell_147.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121435a_cell_35.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121435a_cell_41.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121435a_cell_98.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_105.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_143.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_72.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_73.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_76.png \n",
" extracting: cell_images/Uninfected/C33P1thinF_IMG_20150619_121503a_cell_99.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_10.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_16.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_38.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_41.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_47.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_51.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_63.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_67.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_131423a_cell_87.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_1.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_25.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_41.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_44.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_50.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_54.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_61.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_62.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_82.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132440a_cell_89.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_1.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_18.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_37.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_38.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_42.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_50.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_51.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_60.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_7.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_132847a_cell_75.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_12.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_2.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_20.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_44.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_45.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_64.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_66.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_67.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_68.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133001a_cell_7.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_16.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_31.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_4.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_40.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_46.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_59.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_64.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_69.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_75.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133111a_cell_81.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_18.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_38.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_41.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_58.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_63.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_71.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_74.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_83.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133205a_cell_9.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_22.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_32.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_36.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_41.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_44.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_50.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_64.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_82.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_83.png \n",
" extracting: cell_images/Uninfected/C37BP2_thinF_IMG_20150620_133238a_cell_90.png \n",
" extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_106.png \n",
" extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_130.png \n",
" extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_139.png \n",
" extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_150.png \n",
" extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112023_cell_170.png \n",
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" extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112116_cell_1.png \n",
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" extracting: cell_images/Uninfected/C38P3thinF_original_IMG_20150621_112138_cell_1.png \n",
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" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105102_cell_33.png \n",
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" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105102_cell_73.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_1.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_10.png \n",
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" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_48.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105253_cell_5.png \n",
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" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_16.png \n",
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" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_63.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_64.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_105803_cell_73.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_100.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_14.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_19.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_41.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_5.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_60.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_67.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_82.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110115_cell_98.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_15.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_24.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_28.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_3.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_37.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_42.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_47.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110352_cell_61.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_1.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_28.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_32.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_41.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_43.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_5.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_50.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_71.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_110435_cell_76.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_1.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_10.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_16.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_22.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_41.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_46.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_60.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_74.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111206_cell_75.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_1.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_17.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_28.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_30.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_33.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_39.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_46.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_7.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_73.png \n",
" extracting: cell_images/Uninfected/C39P4thinF_original_IMG_20150622_111723_cell_9.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_101.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_122.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_144.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_170.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_174.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_207.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_210.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_26.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_28.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_36.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_61.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_77.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_8.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162835_cell_88.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_119.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_12.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_145.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_18.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_184.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_191.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_205.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_211.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_217.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_22.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_28.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_33.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_162922_cell_59.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_13.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_144.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_146.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_159.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_195.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_32.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_34.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_39.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_63.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_78.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_81.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_88.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_93.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163002_cell_97.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_1.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_109.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_121.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_125.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_156.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_166.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_186.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_202.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_220.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_44.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_52.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_57.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_80.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163029_cell_83.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_103.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_145.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_147.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_161.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_168.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_183.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_192.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_212.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_214.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_215.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_22.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_236.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_26.png \n",
" extracting: cell_images/Uninfected/C3thin_original_IMG_20150608_163047_cell_36.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_117.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_127.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_128.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_131.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_152.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_164.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_17.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_25.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_37.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_53.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_75.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134426_cell_95.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_114.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_121.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_134.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_155.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_160.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_180.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_222.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_235.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_237.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134547_cell_70.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_1.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_107.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_124.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_164.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_165.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_200.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_35.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_54.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_61.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_68.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_75.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134751_cell_77.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_100.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_155.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_166.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_183.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_185.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_19.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_25.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_55.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_74.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_82.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_90.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_134919_cell_95.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_106.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_121.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_141.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_150.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_20.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_24.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_36.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_43.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_50.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_6.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_92.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135251_cell_97.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_106.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_126.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_127.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_128.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_130.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_140.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_159.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_21.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_22.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_30.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_41.png \n",
" extracting: cell_images/Uninfected/C42P5thin_original_IMG_20150623_135746_cell_80.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_107.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_113.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_139.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_154.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_159.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_166.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_25.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_39.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_74.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_86.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_154725_cell_87.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_104.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_123.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_126.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_144.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_158.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_168.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_3.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_46.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_49.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_64.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_67.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155011_cell_72.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_100.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_136.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_138.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_15.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_161.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_164.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_175.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_179.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_187.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_27.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_42.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_155110_cell_99.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_108.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_114.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_115.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_124.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_199.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_4.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_45.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_53.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_69.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_72.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160135_cell_74.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_1.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_11.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_114.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_137.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_162.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_33.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_48.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_7.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_71.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_74.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_78.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_83.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160241_cell_9.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_141.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_163.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_17.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_171.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_180.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_184.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_37.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_45.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_62.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_85.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_86.png \n",
" extracting: cell_images/Uninfected/C45P6ThinF_IMG_20151130_160409_cell_9.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_17.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_20.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_35.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_39.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_49.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_55.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_66.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205558_cell_86.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_101.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_127.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_20.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_22.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_56.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205719_cell_58.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_10.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_111.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_115.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_51.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_56.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_7.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_89.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205756_cell_98.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_104.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_132.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_2.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_34.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_5.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_58.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_96.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_205828_cell_99.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_1.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_106.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_112.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_115.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_2.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_24.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_40.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210123_cell_98.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_1.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_116.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_18.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_33.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_42.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_82.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210309_cell_95.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_127.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_131.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_143.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_3.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_36.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_47.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_83.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210743_cell_9.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_12.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_131.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_24.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_42.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_51.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_59.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_61.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210843_cell_88.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_109.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_110.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_122.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_125.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_144.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_36.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_48.png \n",
" extracting: cell_images/Uninfected/C46P7ThinF_IMG_20151130_210938_cell_55.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_105.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_135.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_143.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_21.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_25.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_45.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_50.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_62.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_172748_cell_95.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_10.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_110.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_116.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_30.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_43.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_46.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_69.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_71.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_82.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173432_cell_83.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_10.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_106.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_116.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_23.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_3.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_57.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_91.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_92.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173515_cell_93.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_11.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_116.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_143.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_148.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_28.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_54.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_58.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_61.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_83.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_173554_cell_91.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_117.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_124.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_14.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_152.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_17.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_21.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_23.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_24.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174222_cell_27.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_1.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_123.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_136.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_137.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_14.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_141.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_62.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_70.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174750_cell_85.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_152.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_162.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_165.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_2.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_34.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_39.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_52.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_56.png \n",
" extracting: cell_images/Uninfected/C47P8thinOriginalOlympusCX21_IMG_20150717_174844_cell_72.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_100.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_117.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_129.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_149.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_161.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_163.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_6.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_65.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_72.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093512_cell_88.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_105.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_149.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_151.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_175.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_25.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_31.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_41.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_46.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_57.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093600_cell_91.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_101.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_104.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_106.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_118.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_119.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_142.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_167.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_33.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_44.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093636_cell_97.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_103.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_108.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_116.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_132.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_27.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_29.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_30.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_44.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_76.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093715_cell_91.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_125.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_131.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_149.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_168.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_25.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_44.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_53.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_61.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_85.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093806_cell_9.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_104.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_124.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_128.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_146.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_147.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_156.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_32.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_58.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_093947_cell_91.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_164.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_21.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_26.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_44.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_52.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_63.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_70.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_77.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_87.png \n",
" extracting: cell_images/Uninfected/C47P8thin_Original_Motic_IMG_20150714_094054_cell_97.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_128.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_146.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_160.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_168.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_171.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_181.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_183.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_194.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_31.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_35.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_39.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_57.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_60.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160406_cell_72.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_111.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_127.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_140.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_153.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_161.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_165.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_177.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_192.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_195.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_26.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_53.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_55.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_160944_cell_92.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_117.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_119.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_13.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_144.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_157.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_160.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_23.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_28.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_39.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_50.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_57.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_91.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161055_cell_99.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_107.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_111.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_126.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_128.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_139.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_29.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_39.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_47.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_60.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_65.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_74.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_82.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_89.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161243_cell_9.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_103.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_134.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_137.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_141.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_17.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_21.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_3.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_31.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_36.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_42.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_43.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_52.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_7.png \n",
" extracting: cell_images/Uninfected/C48P9thinF_IMG_20150721_161412_cell_79.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_109.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_122.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_152.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_160.png \n",
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" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_59.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102330_cell_75.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_118.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_121.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_124.png \n",
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" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_13.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_135.png \n",
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" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_21.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_63.png \n",
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" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_80.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_84.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102843_cell_85.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_111.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_122.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_127.png \n",
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" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_134.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_152.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_167.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_168.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_193.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_2.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_50.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_65.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_102951_cell_66.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_112.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_113.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_114.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_132.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_137.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_138.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_148.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_186.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_32.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_33.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_34.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_5.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_62.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103054_cell_98.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_100.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_105.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_106.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_123.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_133.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_138.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_147.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_158.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_18.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_184.png \n",
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" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_41.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_44.png \n",
" extracting: cell_images/Uninfected/C49P10thinF_IMG_20150724_103233_cell_63.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_168.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_178.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_184.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_187.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_19.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_200.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_226.png \n",
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" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_50.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_52.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_62.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165540_cell_92.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_111.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_130.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_149.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_157.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_161.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_178.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_194.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_195.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_204.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_207.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_208.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_227.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_29.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165620_cell_39.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_102.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_111.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_132.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_161.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_164.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_182.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_187.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_191.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_197.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_208.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_222.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_244.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_70.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_165908_cell_73.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_104.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_11.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_117.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_137.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_143.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_155.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_172.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_218.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_31.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_46.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_75.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_77.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_83.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170016_cell_96.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_112.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_123.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_144.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_180.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_214.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_34.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_44.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_6.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_65.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_89.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_95.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_96.png \n",
" extracting: cell_images/Uninfected/C4thin_original_IMG_20150608_170038_cell_97.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_10.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_104.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_107.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_135.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_16.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_51.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_63.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_64.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_114951_cell_73.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_1.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_104.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_14.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_151.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_27.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_37.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_42.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_45.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_69.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_8.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115141_cell_91.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_111.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_115.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_117.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_133.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_135.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_19.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_6.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_72.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_93.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115603_cell_99.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_1.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_143.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_17.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_30.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_39.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_54.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_72.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_79.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_92.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115651_cell_94.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_125.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_143.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_147.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_4.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_73.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_74.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_82.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_115749_cell_96.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_127.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_23.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_24.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_25.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_48.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_54.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_60.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_76.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_96.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120553_cell_98.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_10.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_111.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_125.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_133.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_135.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_140.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_35.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_44.png \n",
" extracting: cell_images/Uninfected/C50P11thinF_IMG_20150724_120716_cell_89.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_34.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_39.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_43.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_57.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_62.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_75.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_80.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_153313_cell_9.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_101.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_102.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_19.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_32.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_81.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154243_cell_9.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_10.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_104.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_25.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_40.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_56.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_61.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_65.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_154330_cell_70.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_13.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_30.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_35.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_70.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_75.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_77.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155046_cell_80.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_14.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_15.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_37.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_4.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_5.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_55.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_60.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155557_cell_9.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_16.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_24.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_28.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_30.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_40.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_5.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_82.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_155947_cell_86.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_11.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_14.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_19.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_34.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_38.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_45.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_160140_cell_5.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_1.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_12.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_16.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_19.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_30.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_68.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_75.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_76.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_161126_cell_86.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_15.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_17.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_30.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_4.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_63.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_70.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_75.png \n",
" extracting: cell_images/Uninfected/C51AP12thinF_IMG_20150724_162636_cell_8.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_135.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_136.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_137.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_171.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_179.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_22.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_34.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_45.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_70.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_82.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_123938_cell_90.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_100.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_109.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_110.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_137.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_139.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_16.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_55.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_6.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_72.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_74.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124606_cell_86.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_115.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_12.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_123.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_140.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_15.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_168.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_58.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_67.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_80.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_86.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_92.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_124830_cell_97.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_107.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_122.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_125.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_130.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_141.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_166.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_21.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_53.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_61.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_69.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125213_cell_98.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_1.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_104.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_125.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_14.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_163.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_165.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_17.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_27.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_44.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_49.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_53.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_59.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_125847_cell_82.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_104.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_119.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_121.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_152.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_160.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_17.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_171.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_24.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_25.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_65.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_75.png \n",
" extracting: cell_images/Uninfected/C52P13thinF_IMG_20150725_130013_cell_79.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_116.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_120.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_125.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_42.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_48.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_57.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_90.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_96.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114404_cell_99.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_133.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_169.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_170.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_25.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_27.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_57.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_69.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114439_cell_99.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_11.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_112.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_115.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_117.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_134.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_24.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114606_cell_63.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_144.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_15.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_19.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_23.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_37.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_47.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_52.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_114918_cell_71.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_1.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_125.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_130.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_139.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_142.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_40.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_73.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_81.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_95.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115046_cell_99.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_107.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_11.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_150.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_16.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_29.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_5.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_72.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_115457_cell_97.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_121.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_136.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_15.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_176.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_178.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_49.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_73.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_77.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120026_cell_84.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_104.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_105.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_106.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_18.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_26.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_44.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_52.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_55.png \n",
" extracting: cell_images/Uninfected/C53P14thinF_IMG_20150726_120600_cell_68.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_108.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_11.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_114.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_127.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_136.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_146.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_149.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_171.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_179.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_192.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_34.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_72.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_91.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_102017_cell_98.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_103.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_126.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_14.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_151.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_166.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_185.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_189.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_205.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_226.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_228.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_23.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_31.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_34.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_105949_cell_47.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_124.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_167.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_171.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_176.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_183.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_188.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_195.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_21.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_22.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_24.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_56.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_63.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_79.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112832_cell_93.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_105.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_134.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_141.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_15.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_204.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_213.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_222.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_26.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_32.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_43.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_46.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_63.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_112938_cell_78.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_117.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_12.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_128.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_14.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_142.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_176.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_181.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_183.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_197.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_23.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_230.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_49.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_55.png \n",
" extracting: cell_images/Uninfected/C54P15thinF_IMG_20150728_113006_cell_95.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_13.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_15.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_16.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_33.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_34.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_40.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_65.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_69.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_74.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_82.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_88.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121151_cell_91.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_129.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_151.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_157.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_173.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_182.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_186.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_22.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_28.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_5.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_78.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_121350_cell_83.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_122.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_135.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_154.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_16.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_176.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_22.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_29.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_43.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_47.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_61.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_81.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123154_cell_87.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_1.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_100.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_146.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_15.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_158.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_161.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_164.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_174.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_179.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_74.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_78.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123237_cell_85.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_103.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_11.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_116.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_129.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_153.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_2.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_21.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_22.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_35.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_64.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_79.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_123510_cell_92.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_101.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_103.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_11.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_110.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_115.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_139.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_157.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_162.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_183.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_197.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_44.png \n",
" extracting: cell_images/Uninfected/C55P16thinF_IMG_20150728_124508_cell_93.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_11.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_37.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_63.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_68.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_7.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_76.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_77.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_151330_cell_98.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_33.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_36.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_49.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_53.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_69.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_72.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_75.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_90.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153328_cell_93.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_105.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_111.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_53.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_69.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_75.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_153413_cell_79.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_1.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_12.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_31.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_37.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_46.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_5.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_51.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_54.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_73.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_155921_cell_86.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_12.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_21.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_30.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_57.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_59.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_65.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_79.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_81.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160256_cell_99.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_115.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_16.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_22.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_29.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_37.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_52.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_68.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_75.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160438_cell_8.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_114.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_149.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_32.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_42.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_59.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_63.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_7.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_81.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160537_cell_99.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_121.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_123.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_18.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_20.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_3.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_53.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_65.png \n",
" extracting: cell_images/Uninfected/C56P17thinF_IMG_20150728_160623_cell_90.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_102.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_128.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_134.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_141.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_167.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_192.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_56.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_6.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_66.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_75.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_78.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_104027_cell_92.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_107.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_113.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_122.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_138.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_140.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_144.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_203.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_5.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_52.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_55.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_57.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_80.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_89.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110134_cell_91.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_104.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_110.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_151.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_152.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_155.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_168.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_170.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_185.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_205.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_210.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_43.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_72.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_90.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110305_cell_96.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_106.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_112.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_134.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_153.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_154.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_199.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_2.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_207.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_231.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_32.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_54.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_78.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_85.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_110457_cell_9.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_111.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_115.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_116.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_174.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_18.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_190.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_220.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_23.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_232.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_35.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_38.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_4.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_53.png \n",
" extracting: cell_images/Uninfected/C57P18thinF_IMG_20150729_111518_cell_54.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_102.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_103.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_120.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_130.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_158.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_38.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_44.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_45.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_90.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_121847_cell_95.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_107.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_129.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_134.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_150.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_16.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_27.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_33.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_67.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_80.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122215_cell_89.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_130.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_152.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_21.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_49.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_54.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_63.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_82.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_86.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122338_cell_98.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_1.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_10.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_100.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_107.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_109.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_123.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_149.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_161.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_3.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_58.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122520_cell_90.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_111.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_123.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_135.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_146.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_151.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_161.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_25.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_4.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122648_cell_43.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_1.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_100.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_111.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_115.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_122.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_136.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_141.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_145.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_30.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_46.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_122846_cell_88.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_107.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_119.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_147.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_157.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_159.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_162.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_172.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_30.png \n",
" extracting: cell_images/Uninfected/C58P19thinF_IMG_20150802_123134_cell_44.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_119.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_148.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_157.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_21.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_32.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_36.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_6.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_65.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_72.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111244_cell_85.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_109.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_113.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_120.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_125.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_134.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_21.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_36.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_48.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_64.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_69.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_81.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_111333_cell_92.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_1.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_109.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_2.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_23.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_34.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_36.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_45.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_61.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_66.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_72.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_82.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112733_cell_83.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_100.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_106.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_130.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_146.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_20.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_23.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_4.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_45.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_5.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_54.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112802_cell_83.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_137.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_138.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_16.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_49.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_63.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_68.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_72.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_77.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_8.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_82.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_112858_cell_94.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_101.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_113.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_130.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_144.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_24.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_46.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_47.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_50.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_55.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_57.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_8.png \n",
" extracting: cell_images/Uninfected/C59P20thinF_IMG_20150803_113051_cell_94.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_109.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_119.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_125.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_136.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_154.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_170.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_179.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_26.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_3.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_48.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_5.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_54.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_79.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122006_cell_82.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_102.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_103.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_11.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_138.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_195.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_196.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_205.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_230.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_37.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_40.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_48.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_62.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_68.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122020_cell_81.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_113.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_146.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_147.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_148.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_150.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_154.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_171.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_221.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_225.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_226.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_5.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_71.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122034_cell_74.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_10.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_117.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_141.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_163.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_173.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_175.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_210.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_231.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_29.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_43.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_47.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_52.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_71.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122108_cell_92.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_128.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_152.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_162.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_166.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_204.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_216.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_43.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_56.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_59.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_72.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_76.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_89.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_9.png \n",
" extracting: cell_images/Uninfected/C5NThinF_IMG_20150609_122227_cell_96.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_1.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_105.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_21.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_29.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_32.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_37.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_40.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_81.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_85.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_86.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144003_cell_87.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_111.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_128.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_130.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_20.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_26.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_27.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_31.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_35.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_36.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_46.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_61.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150803_144510_cell_8.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_114.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_118.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_13.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_3.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_30.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_32.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_39.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_48.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_87.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_91.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_104919_cell_94.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_100.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_3.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_33.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_38.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_49.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_50.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_69.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_77.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_81.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_82.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105034_cell_95.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_1.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_110.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_111.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_13.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_31.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_33.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_4.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_41.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_66.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_70.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_105955_cell_79.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_1.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_10.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_104.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_110.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_115.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_12.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_16.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_19.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_22.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_47.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_50.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_7.png \n",
" extracting: cell_images/Uninfected/C60P21thinF_IMG_20150804_113602_cell_81.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_10.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_12.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_144.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_147.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_178.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_183.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_206.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_26.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_54.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_62.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_87.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112252_cell_96.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_135.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_152.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_168.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_170.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_189.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_24.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_37.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_38.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_47.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_48.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_6.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112433_cell_7.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_11.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_130.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_133.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_143.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_156.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_16.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_17.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_37.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_6.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_71.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_9.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112518_cell_92.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_119.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_124.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_142.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_147.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_164.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_29.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_49.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_54.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_59.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_68.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112626_cell_82.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_10.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_110.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_116.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_151.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_155.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_175.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_176.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_185.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_209.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_210.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_212.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112704_cell_73.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_108.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_119.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_128.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_130.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_193.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_218.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_230.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_234.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_24.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_38.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_54.png \n",
" extracting: cell_images/Uninfected/C61P22N_ThinF_IMG_20150818_112811_cell_8.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_10.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_103.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_115.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_134.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_143.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_150.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_166.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_168.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_176.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_23.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_85.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132811_cell_9.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_1.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_108.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_120.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_136.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_146.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_161.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_180.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_28.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_39.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_4.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_132918_cell_98.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_1.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_102.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_119.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_133.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_160.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_177.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_182.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_3.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_4.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_59.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133055_cell_85.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_10.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_169.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_172.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_23.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_43.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_57.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_70.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_76.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_77.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_86.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_87.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133211_cell_94.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_114.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_129.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_137.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_141.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_150.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_154.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_18.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_21.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_48.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_57.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_6.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133307_cell_63.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_103.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_115.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_136.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_173.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_28.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_32.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_36.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_46.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_69.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_74.png \n",
" extracting: cell_images/Uninfected/C62P23N_ThinF_IMG_20150818_133527_cell_9.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_106.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_109.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_111.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_132.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_135.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_162.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_45.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_56.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_65.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_72.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_142948_cell_74.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_103.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_104.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_107.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_122.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_130.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_140.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_32.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_48.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_63.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_75.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_78.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143319_cell_9.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_104.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_126.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_127.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_130.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_16.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_160.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_33.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_35.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_40.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_47.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143423_cell_69.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_1.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_123.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_125.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_132.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_134.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_137.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_159.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_23.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_46.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_64.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143544_cell_92.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_106.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_110.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_118.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_129.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_169.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_58.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_64.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_72.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_83.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_84.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_88.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_143757_cell_95.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_100.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_11.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_116.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_117.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_135.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_18.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_27.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_74.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_78.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_88.png \n",
" extracting: cell_images/Uninfected/C63P24N_ThinF_IMG_20150818_144456_cell_89.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_106.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_119.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_132.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_146.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_150.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_151.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_17.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_20.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_31.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_51.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152337_cell_93.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_112.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_145.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_167.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_18.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_22.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_25.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_42.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_54.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_6.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_79.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152455_cell_96.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_107.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_109.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_147.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_148.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_156.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_159.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_165.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_171.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_20.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_43.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_78.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152613_cell_97.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_119.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_12.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_13.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_139.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_169.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_172.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_177.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_179.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_31.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_33.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_35.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_152921_cell_39.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_103.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_11.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_133.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_135.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_160.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_171.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_179.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_42.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_45.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_70.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153401_cell_74.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_1.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_122.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_130.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_144.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_145.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_24.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_34.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_40.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_49.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_56.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_76.png \n",
" extracting: cell_images/Uninfected/C64P25N_ThinF_IMG_20150818_153517_cell_90.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_111.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_165.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_186.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_192.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_193.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_66.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_81.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_82.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_84.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_87.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154010_cell_96.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_100.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_119.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_123.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_146.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_160.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_168.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_18.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_19.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_36.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_37.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_39.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154050_cell_90.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_104.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_108.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_114.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_12.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_168.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_175.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_179.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_53.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_64.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_74.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154326_cell_94.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_1.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_101.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_12.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_124.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_134.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_146.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_173.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_3.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_34.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_38.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_44.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_81.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154436_cell_82.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_118.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_148.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_169.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_17.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_180.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_190.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_31.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_41.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_43.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_74.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_88.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154624_cell_99.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_110.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_120.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_126.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_136.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_173.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_20.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_28.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_41.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_63.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_64.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_69.png \n",
" extracting: cell_images/Uninfected/C65P26N_ThinF_IMG_20150818_154714_cell_80.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_117.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_120.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_125.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_127.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_172.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_182.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_188.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_189.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_191.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_36.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163419_cell_72.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_108.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_12.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_16.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_167.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_26.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_30.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_38.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_41.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_82.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_86.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_163551_cell_98.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_10.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_101.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_118.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_144.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_30.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_37.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_5.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_54.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_58.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_88.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164008_cell_99.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_122.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_17.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_22.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_4.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_42.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_52.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_60.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_68.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_75.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164408_cell_86.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_104.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_117.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_128.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_142.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_32.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_70.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_73.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_78.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_81.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_83.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164702_cell_87.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_122.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_14.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_158.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_160.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_163.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_45.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_59.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_77.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_85.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_86.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_95.png \n",
" extracting: cell_images/Uninfected/C66P27N_ThinF_IMG_20150818_164754_cell_97.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_104.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_12.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_125.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_13.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_133.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_158.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_177.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_55.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115417_cell_92.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_107.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_13.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_17.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_19.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_29.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_38.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_48.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_115955_cell_97.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_105.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_126.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_140.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_152.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_158.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_176.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121053_cell_68.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_112.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_132.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_194.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_219.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_228.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_240.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_36.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121240_cell_85.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_102.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_128.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_133.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_150.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_174.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_56.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_95.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_121456_cell_96.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_146.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_149.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_188.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_210.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_225.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_50.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_66.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_72.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_125901_cell_78.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_10.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_114.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_117.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_123.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_136.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_150.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_56.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_59.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_132441_cell_87.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_119.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_142.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_143.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_23.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_52.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_53.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_61.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_72.png \n",
" extracting: cell_images/Uninfected/C67P28N_ThinF_IMG_20150819_133000_cell_79.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_123.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_27.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_33.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_54.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_55.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_57.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_60.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_64.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_68.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_79.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133236_cell_93.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_100.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_103.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_109.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_21.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_27.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_45.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_48.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_58.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_64.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_68.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_82.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133350_cell_85.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_1.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_104.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_15.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_17.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_22.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_32.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_36.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_42.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_44.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_77.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_8.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_133447_cell_87.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_10.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_14.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_17.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_51.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_55.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_6.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_79.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_8.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_83.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_85.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134112_cell_99.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_1.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_10.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_104.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_20.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_21.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_28.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_3.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_5.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_53.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_79.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_9.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134326_cell_91.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_12.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_14.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_24.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_37.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_5.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_62.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_65.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_76.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_88.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_92.png \n",
" extracting: cell_images/Uninfected/C68P29N_ThinF_IMG_20150819_134504_cell_95.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_112.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_119.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_127.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_148.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_15.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_157.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_161.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_165.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_170.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_186.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_19.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_203.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135421_cell_30.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_102.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_117.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_136.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_170.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_21.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_223.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_23.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_240.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_42.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_53.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_55.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_8.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135613_cell_83.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_108.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_141.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_155.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_156.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_168.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_171.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_197.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_27.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_29.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_3.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_47.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_49.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_57.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_135705_cell_62.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_101.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_113.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_131.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_148.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_157.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_16.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_20.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_208.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_44.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_53.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_7.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_71.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_86.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140143_cell_99.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_115.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_117.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_126.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_132.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_149.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_158.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_17.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_2.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_210.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_213.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_218.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_24.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_34.png \n",
" extracting: cell_images/Uninfected/C69P30N_ThinF_IMG_20150819_140652_cell_51.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_104.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_110.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_125.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_133.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_155.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_171.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_190.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_197.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_23.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_51.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_54.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_121955_cell_68.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_112.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_119.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_155.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_174.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_179.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_20.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_28.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_46.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_50.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_51.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_80.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122327_cell_96.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_103.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_106.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_115.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_166.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_17.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_180.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_199.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_214.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_232.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_49.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_85.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122421_cell_98.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_101.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_114.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_120.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_123.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_139.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_163.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_180.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_195.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_199.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_204.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_205.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122547_cell_82.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_131.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_132.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_155.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_160.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_174.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_184.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_185.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_208.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_45.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_89.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122725_cell_91.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_122.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_124.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_152.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_170.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_182.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_184.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_201.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_42.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_87.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_89.png \n",
" extracting: cell_images/Uninfected/C6NThinF_IMG_20150609_122832_cell_95.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_21.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_32.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_34.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_4.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_44.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_58.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130332_cell_85.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_21.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_43.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_55.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_67.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_70.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130510_cell_8.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_1.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_2.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_22.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_26.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_44.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_46.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_6.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_130849_cell_69.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_48.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_54.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_60.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_64.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_70.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_75.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131022_cell_84.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_22.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_32.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_35.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_56.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_57.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_58.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131330_cell_72.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_22.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_4.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_44.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_49.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_50.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_51.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150813_131609_cell_64.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_14.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_20.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_33.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_5.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_63.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141327_cell_65.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_17.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_27.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_40.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_50.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_62.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_66.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141403_cell_82.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_13.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_18.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_51.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_80.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_87.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_92.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141436_cell_98.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_26.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_48.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_53.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_65.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_85.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_141730_cell_90.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_1.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_22.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_41.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_48.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_51.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_68.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_80.png \n",
" extracting: cell_images/Uninfected/C70P31_ThinF_IMG_20150819_142744_cell_86.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_110.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_128.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_18.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_189.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_208.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_225.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_49.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_58.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_66.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_68.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_161634_cell_78.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_108.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_166.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_18.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_193.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_209.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_23.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_39.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_44.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_61.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_72.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_80.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162016_cell_82.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_120.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_121.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_134.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_136.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_183.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_188.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_31.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_36.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_43.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_53.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_61.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162146_cell_95.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_103.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_108.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_13.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_155.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_21.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_40.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_55.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_65.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_79.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_83.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_95.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_162554_cell_99.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_124.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_135.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_140.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_159.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_160.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_177.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_187.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_43.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_70.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_78.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163120_cell_88.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_117.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_140.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_141.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_165.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_176.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_187.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_20.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_33.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_49.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_58.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_60.png \n",
" extracting: cell_images/Uninfected/C71P32_ThinF_IMG_20150813_163655_cell_62.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_109.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_118.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_135.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_163.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_17.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_175.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_194.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_195.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_48.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_50.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_60.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104045_cell_62.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_135.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_154.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_169.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_182.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_185.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_208.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_217.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_53.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_60.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_66.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_85.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104307_cell_90.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_138.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_145.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_155.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_173.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_187.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_189.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_194.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_59.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_66.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_71.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104843_cell_91.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_110.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_156.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_166.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_170.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_178.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_199.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_202.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_208.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_216.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_229.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_27.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_104923_cell_94.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_101.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_115.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_133.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_136.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_140.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_151.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_157.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_175.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_30.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_39.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_4.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105033_cell_93.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_110.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_113.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_127.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_137.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_155.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_175.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_223.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_23.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_35.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_40.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_5.png \n",
" extracting: cell_images/Uninfected/C72P33_ThinF_IMG_20150815_105823_cell_87.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_100.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_144.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_145.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_196.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_199.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_203.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_25.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_41.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_60.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_77.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_78.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111114_cell_97.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_100.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_127.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_135.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_19.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_30.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_6.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_72.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_79.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_8.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_84.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_95.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111302_cell_98.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_12.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_126.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_13.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_134.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_15.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_157.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_163.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_175.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_22.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_51.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_63.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111422_cell_91.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_106.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_119.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_137.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_164.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_19.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_34.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_54.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_58.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_66.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_72.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111501_cell_81.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_137.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_166.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_20.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_24.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_32.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_36.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_53.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_56.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_80.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_84.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_111653_cell_90.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_12.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_160.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_180.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_49.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_60.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_73.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_74.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_76.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_83.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_90.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_92.png \n",
" extracting: cell_images/Uninfected/C73P34_ThinF_IMG_20150815_112246_cell_99.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_104.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_109.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_14.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_44.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_45.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_61.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_85.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_91.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_113951_cell_98.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_100.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_107.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_125.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_19.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_23.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_31.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_63.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114153_cell_72.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_110.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_136.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_14.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_15.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_35.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_40.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_65.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_80.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114401_cell_85.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_25.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_27.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_30.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_37.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_4.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_53.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_71.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_86.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114555_cell_89.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_114.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_126.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_13.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_24.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_29.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_42.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_58.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_78.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_114819_cell_85.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_104.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_108.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_113.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_15.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_26.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_33.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_37.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120712_cell_83.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_109.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_11.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_112.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_22.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_32.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_36.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_40.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_47.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_120957_cell_64.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_104.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_112.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_114.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_15.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_24.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_49.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_67.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_73.png \n",
" extracting: cell_images/Uninfected/C74P35_ThinF_IMG_20150815_121324_cell_74.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_103.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_117.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_143.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_36.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_51.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_67.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_82.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_9.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_162935_cell_99.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_101.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_122.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_132.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_14.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_149.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_22.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_40.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_58.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_68.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163015_cell_93.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_1.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_116.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_128.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_131.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_3.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_49.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_66.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_84.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163059_cell_99.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_1.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_128.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_131.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_159.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_2.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_21.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_39.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_42.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_47.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163147_cell_86.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_1.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_106.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_108.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_126.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_164.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_21.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_6.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163225_cell_62.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_103.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_131.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_155.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_33.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_44.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_51.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_67.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_81.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163707_cell_86.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_111.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_136.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_145.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_17.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_30.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_42.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_51.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_6.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_79.png \n",
" extracting: cell_images/Uninfected/C75P36_ThinF_IMG_20150815_163742_cell_90.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_109.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_120.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_124.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_157.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_159.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_168.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_174.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_60.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_64.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_78.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_81.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_165356_cell_95.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_103.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_129.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_13.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_144.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_177.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_187.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_30.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_39.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_40.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_69.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_82.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171214_cell_99.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_112.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_117.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_132.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_2.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_209.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_210.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_226.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_232.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_61.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_88.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_92.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_171454_cell_95.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_118.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_148.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_15.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_155.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_170.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_172.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_186.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_19.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_195.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_52.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172808_cell_73.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_109.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_115.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_135.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_137.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_159.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_169.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_171.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_189.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_22.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_42.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_45.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_172902_cell_62.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_141.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_145.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_172.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_195.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_196.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_220.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_52.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_53.png \n",
" extracting: cell_images/Uninfected/C76P37ThinF_IMG_20150815_173019_cell_73.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_113.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_40.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_47.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_55.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_76.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_83.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_95.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_152941_cell_98.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_1.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_115.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_129.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_16.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_18.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_56.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_75.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155125_cell_86.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_22.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_3.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_35.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_65.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_66.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_76.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_88.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150601_155642_cell_97.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_1.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_102.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_109.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_111.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_120.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_25.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_31.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_53.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_58.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_111510_cell_99.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_10.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_100.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_116.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_36.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_38.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_68.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_76.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_81.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_112011_cell_88.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_106.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_114.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_125.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_18.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_3.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_63.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_142303_cell_84.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_115.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_117.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_126.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_129.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_135.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_136.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_42.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_49.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143524_cell_78.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_105.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_111.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_126.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_14.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_25.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_37.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_77.png \n",
" extracting: cell_images/Uninfected/C77P38ThinF_IMG_20150602_143650_cell_97.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_107.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_116.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_12.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_139.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_141.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_157.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_20.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_24.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_68.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_73.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_82.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103413_cell_98.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_100.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_108.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_11.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_110.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_114.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_118.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_121.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_139.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_3.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_62.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_95.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103459_cell_97.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_121.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_127.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_13.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_150.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_26.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_3.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_37.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_46.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_55.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_56.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_6.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_103630_cell_69.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_105.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_14.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_31.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_45.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_51.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_53.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_57.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_68.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_71.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_8.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104106_cell_94.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_104.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_107.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_115.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_14.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_141.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_16.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_18.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_24.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_27.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_32.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_54.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104426_cell_80.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_108.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_117.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_118.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_122.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_13.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_137.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_144.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_147.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_150.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_16.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_9.png \n",
" extracting: cell_images/Uninfected/C78P39ThinF_IMG_20150606_104936_cell_92.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_127.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_143.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_175.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_33.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_39.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_40.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_5.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102702_cell_64.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_1.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_107.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_144.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_33.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_4.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_46.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_68.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_7.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_102823_cell_81.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_10.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_103.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_134.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_25.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_43.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_49.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_73.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_78.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103139_cell_86.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_100.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_146.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_51.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_54.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_56.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_77.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_87.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_88.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103303_cell_91.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_107.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_24.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_28.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_35.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_45.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_49.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_54.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_103901_cell_94.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_112.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_142.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_150.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_16.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_53.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_55.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_58.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104316_cell_66.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_111.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_120.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_14.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_142.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_23.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_37.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_49.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_65.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104745_cell_77.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_1.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_38.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_46.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_50.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_51.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_67.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_82.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_85.png \n",
" extracting: cell_images/Uninfected/C79P40ThinF_IMG_20150817_104919_cell_88.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_112.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_117.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_130.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_138.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_160.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_194.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_199.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_37.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104404_cell_44.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_110.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_117.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_119.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_128.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_165.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_39.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_48.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_54.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_63.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104510_cell_82.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_160.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_187.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_2.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_30.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_38.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_59.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_62.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_76.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_80.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104609_cell_81.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_110.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_119.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_128.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_163.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_171.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_47.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_57.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_73.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104753_cell_90.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_108.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_112.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_127.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_133.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_145.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_197.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_57.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_61.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_104824_cell_81.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_10.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_111.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_125.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_13.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_132.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_143.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_158.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_59.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_83.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105043_cell_96.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_104.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_115.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_147.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_163.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_179.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_195.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_31.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_5.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_56.png \n",
" extracting: cell_images/Uninfected/C7NthinF_IMG_20150611_105444_cell_77.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_111.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_30.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_37.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_4.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_42.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_59.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_66.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_85.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110348_cell_88.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_1.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_108.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_120.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_127.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_128.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_138.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_14.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_33.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_50.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110608_cell_62.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_105.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_108.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_15.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_21.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_23.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_42.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_48.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_71.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_73.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110834_cell_91.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_21.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_34.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_4.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_45.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_48.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_79.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_80.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_83.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_87.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_110957_cell_9.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_117.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_123.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_125.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_137.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_54.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_72.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_83.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_92.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111121_cell_99.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_104.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_25.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_27.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_36.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_41.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_49.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_59.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_9.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111246_cell_90.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_104.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_116.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_119.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_16.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_26.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_49.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_53.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_6.png \n",
" extracting: cell_images/Uninfected/C80P41ThinF_IMG_20150817_111544_cell_92.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_120.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_144.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_155.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_160.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_184.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_187.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_209.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_44.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_84.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_115942_cell_95.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_1.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_113.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_122.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_135.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_142.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_149.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_177.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_74.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_76.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_82.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_84.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120351_cell_85.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_109.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_115.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_146.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_162.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_2.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_29.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_33.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_36.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_40.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_6.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120524_cell_72.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_1.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_129.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_154.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_20.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_27.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_42.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_57.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_61.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_67.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_73.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_74.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120712_cell_79.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_10.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_147.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_151.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_39.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_47.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_5.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_7.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_78.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_120856_cell_99.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_107.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_130.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_154.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_34.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_41.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_42.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_53.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_55.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_58.png \n",
" extracting: cell_images/Uninfected/C81P42ThinF_IMG_20150817_121113_cell_80.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_131.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_148.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_149.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_152.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_175.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_183.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_191.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_196.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_198.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_53.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_65.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_81.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123500_cell_96.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_100.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_102.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_133.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_141.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_156.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_16.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_2.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_21.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_24.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_34.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_47.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_80.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123652_cell_99.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_103.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_105.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_107.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_120.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_131.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_167.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_37.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_4.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_69.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_73.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_83.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_123824_cell_92.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_102.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_114.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_123.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_148.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_177.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_28.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_35.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_39.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_47.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_55.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_58.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_6.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124010_cell_91.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_107.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_118.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_121.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_133.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_138.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_141.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_31.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_39.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_48.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_55.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_56.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_69.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_82.png \n",
" extracting: cell_images/Uninfected/C82P43ThinF_IMG_20150817_124418_cell_98.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_1.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_113.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_118.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_129.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_150.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_169.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_31.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_43.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133218_cell_72.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_1.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_117.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_118.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_127.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_144.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_147.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_150.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_169.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_175.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_36.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133355_cell_82.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_100.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_171.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_20.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_22.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_28.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_4.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_61.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_71.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_73.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133454_cell_86.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_118.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_13.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_148.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_43.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_59.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_61.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_68.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_82.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_88.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_133609_cell_99.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_1.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_103.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_114.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_122.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_194.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_39.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_47.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_63.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_90.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134331_cell_92.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_100.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_13.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_131.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_159.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_164.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_182.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_49.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_57.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_59.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_134820_cell_79.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_104.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_110.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_130.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_139.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_144.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_155.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_17.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_35.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_74.png \n",
" extracting: cell_images/Uninfected/C83P44ThinF_IMG_20150817_140045_cell_79.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_15.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_22.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_24.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_37.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_68.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_87.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101056_cell_9.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_24.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_4.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_45.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_59.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_70.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_76.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101146_cell_8.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_10.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_22.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_32.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_41.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_45.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_47.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101226_cell_55.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_13.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_2.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_4.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_43.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_47.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_51.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101257_cell_9.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_26.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_32.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_57.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_6.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_78.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_85.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101412_cell_95.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_19.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_2.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_60.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_7.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_82.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_101550_cell_83.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_1.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_20.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_49.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_5.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_6.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_63.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_64.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102325_cell_80.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_34.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_38.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_43.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_57.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_60.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_63.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102507_cell_75.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_2.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_21.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_26.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_28.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_42.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_102654_cell_50.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_107.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_39.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_48.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_50.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_57.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_76.png \n",
" extracting: cell_images/Uninfected/C84P45ThinF_IMG_20150818_104156_cell_80.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_1.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_104.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_129.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_146.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_174.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_18.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_187.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_200.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_208.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_25.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_36.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_62.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_65.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105154_cell_68.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_110.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_120.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_124.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_127.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_136.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_145.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_148.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_163.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_219.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_251.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_34.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_55.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_63.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105301_cell_80.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_10.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_123.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_128.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_15.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_159.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_197.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_201.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_217.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_231.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_49.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_5.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_63.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_79.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_105748_cell_92.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_100.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_128.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_13.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_157.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_173.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_182.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_185.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_190.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_222.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_233.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_3.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_40.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_41.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110040_cell_99.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_102.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_110.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_111.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_125.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_132.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_135.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_154.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_159.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_163.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_184.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_20.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_201.png \n",
" extracting: cell_images/Uninfected/C85P46ThinF_IMG_20150820_110143_cell_49.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_103.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_115.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_136.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_137.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_153.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_170.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_190.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_203.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_213.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_231.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_6.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_63.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_93.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_123717_cell_98.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_106.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_116.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_128.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_135.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_153.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_198.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_26.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_43.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_44.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_56.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_71.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_82.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124025_cell_83.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_119.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_123.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_124.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_126.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_134.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_159.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_172.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_189.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_194.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_196.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_210.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_52.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_73.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124259_cell_94.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_108.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_168.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_186.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_207.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_229.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_23.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_230.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_3.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_40.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_51.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_71.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_78.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_87.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_124943_cell_90.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_142.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_149.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_169.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_173.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_19.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_205.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_208.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_212.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_35.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_46.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_62.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_73.png \n",
" extracting: cell_images/Uninfected/C86P47ThinF_IMG_20150820_125057_cell_98.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_100.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_102.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_110.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_122.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_133.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_138.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_31.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_5.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_7.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_85.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_86.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132327_cell_89.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_10.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_110.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_13.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_133.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_150.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_173.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_177.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_179.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_181.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_37.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132514_cell_94.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_119.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_137.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_150.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_160.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_40.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_5.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_83.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_85.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_92.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_94.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_132642_cell_99.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_106.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_121.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_134.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_147.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_150.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_165.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_167.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_172.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_47.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_64.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_65.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_141913_cell_69.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_142.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_146.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_15.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_173.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_179.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_192.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_195.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_22.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_24.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_34.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_5.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144714_cell_90.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_133.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_143.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_147.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_172.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_181.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_39.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_64.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_83.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_84.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_88.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_89.png \n",
" extracting: cell_images/Uninfected/C87P48ThinF_IMG_20150820_144855_cell_96.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_137.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_143.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_16.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_167.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_175.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_183.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_211.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_4.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_5.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_77.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_79.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150141_cell_93.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_103.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_104.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_129.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_161.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_163.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_182.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_190.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_199.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_208.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_62.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_77.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_150724_cell_97.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_150.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_158.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_160.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_170.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_183.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_185.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_46.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_56.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_61.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_89.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_9.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151451_cell_99.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_10.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_125.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_130.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_15.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_160.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_180.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_181.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_31.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_5.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_60.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_72.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_151626_cell_9.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_110.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_159.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_171.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_197.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_204.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_216.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_50.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_59.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_88.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_91.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_152521_cell_99.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_112.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_113.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_115.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_142.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_146.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_15.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_155.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_163.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_191.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_46.png \n",
" extracting: cell_images/Uninfected/C88P49ThinF_IMG_20150820_153042_cell_65.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_110.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_153.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_168.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_2.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_35.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_55.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_73.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_80.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_83.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_96.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162153_cell_99.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_1.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_108.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_127.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_154.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_166.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_188.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_21.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_30.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_39.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_58.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_80.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162300_cell_82.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_119.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_127.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_164.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_178.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_28.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_40.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_45.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_53.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_59.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_62.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_67.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162504_cell_84.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_115.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_118.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_128.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_131.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_155.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_191.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_201.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_46.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_63.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_71.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_78.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_162813_cell_93.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_12.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_13.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_133.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_146.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_158.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_184.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_189.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_191.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_195.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_196.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163347_cell_80.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_110.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_112.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_131.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_139.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_147.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_150.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_20.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_44.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_47.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_5.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_78.png \n",
" extracting: cell_images/Uninfected/C89P50ThinF_IMG_20150820_163728_cell_8.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_113.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_119.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_12.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_135.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_153.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_190.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_199.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_202.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_208.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_209.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_221.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_224.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_226.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115056_cell_90.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_10.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_101.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_102.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_110.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_12.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_120.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_13.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_14.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_155.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_158.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_196.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_22.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_33.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115310_cell_77.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_15.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_153.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_168.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_170.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_181.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_213.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_243.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_252.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_260.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_62.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_87.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_89.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115700_cell_98.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_1.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_106.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_114.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_115.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_195.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_196.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_206.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_21.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_43.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_53.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_59.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_62.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_65.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_115846_cell_97.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_1.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_126.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_194.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_204.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_220.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_223.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_228.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_23.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_37.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_51.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_69.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_73.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_82.png \n",
" extracting: cell_images/Uninfected/C90P51ThinF_IMG_20150821_120044_cell_85.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_102.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_106.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_116.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_12.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_148.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_159.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_27.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_74.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_78.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_84.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_89.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123116_cell_96.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_105.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_112.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_114.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_16.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_17.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_25.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_42.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_54.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_66.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_68.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_123314_cell_93.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_13.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_132.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_140.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_147.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_32.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_38.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_53.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_60.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_7.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_70.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_76.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124504_cell_85.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_108.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_11.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_110.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_133.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_165.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_167.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_39.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_4.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_49.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_50.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124739_cell_76.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_117.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_135.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_151.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_167.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_171.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_173.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_36.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_5.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_72.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_76.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_124937_cell_8.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_100.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_101.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_108.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_111.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_117.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_27.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_30.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_41.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_48.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_59.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_61.png \n",
" extracting: cell_images/Uninfected/C91P52ThinF_IMG_20150821_125154_cell_70.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_10.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_106.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_111.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_126.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_134.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_142.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_163.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_186.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_21.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_217.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_225.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_65.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150457_cell_97.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_1.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_109.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_115.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_133.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_144.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_149.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_155.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_176.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_181.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_200.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_201.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_72.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_96.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_150718_cell_97.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_123.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_150.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_17.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_183.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_195.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_201.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_205.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_48.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_57.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_58.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_91.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_98.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151224_cell_99.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_123.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_142.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_155.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_169.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_198.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_20.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_3.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_32.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_39.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_41.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_45.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_46.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_54.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151646_cell_97.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_116.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_152.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_171.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_173.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_183.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_19.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_194.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_33.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_37.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_56.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_57.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_75.png \n",
" extracting: cell_images/Uninfected/C92P53ThinF_IMG_20150821_151722_cell_93.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_102.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_105.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_112.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_13.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_145.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_150.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_173.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_198.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_203.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_63.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162641_cell_71.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_144.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_147.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_174.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_2.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_30.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_32.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_37.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_51.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_57.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_60.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_162901_cell_89.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_102.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_126.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_130.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_163.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_165.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_168.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_43.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_55.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_56.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_60.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_62.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163452_cell_68.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_127.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_141.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_155.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_181.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_182.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_31.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_39.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_42.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_45.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_9.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163640_cell_95.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_122.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_132.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_136.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_148.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_149.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_16.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_170.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_183.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_186.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_197.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_209.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_163815_cell_91.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_105.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_133.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_138.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_158.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_51.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_53.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_55.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_75.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_92.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_95.png \n",
" extracting: cell_images/Uninfected/C93P54ThinF_IMG_20150821_164024_cell_96.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_102.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_108.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_125.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_13.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_231.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_237.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_242.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_26.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_262.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_56.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_60.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_68.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_74.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165118_cell_95.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_113.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_118.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_128.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_135.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_136.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_144.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_157.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_165.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_210.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_245.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_248.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_25.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_262.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_165519_cell_55.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_112.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_132.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_152.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_154.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_156.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_166.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_194.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_195.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_20.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_23.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_32.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_36.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_56.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170021_cell_63.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_130.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_153.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_16.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_162.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_174.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_183.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_187.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_207.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_209.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_211.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_223.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_5.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170249_cell_97.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_1.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_104.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_119.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_145.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_168.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_185.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_188.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_193.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_208.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_29.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_30.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_4.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_46.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_53.png \n",
" extracting: cell_images/Uninfected/C94P55ThinF_IMG_20150821_170403_cell_96.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_21.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_28.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_35.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_62.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_84.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_91.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171242_cell_95.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_13.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_14.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_34.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_36.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_4.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171530_cell_76.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_1.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_13.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_19.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_35.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_40.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_46.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171603_cell_75.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_13.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_31.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_46.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_64.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_70.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_72.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171631_cell_98.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_14.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_46.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_63.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_65.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_79.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_88.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171701_cell_90.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_33.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_35.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_36.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_44.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_62.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_63.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_171751_cell_76.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_1.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_15.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_22.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_26.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_33.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_64.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172222_cell_78.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_100.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_4.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_57.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_62.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_7.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_96.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172319_cell_98.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_13.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_57.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_6.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_72.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_90.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_96.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172351_cell_97.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_18.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_27.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_39.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_68.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_82.png \n",
" extracting: cell_images/Uninfected/C95P56ThinF_IMG_20150821_172607_cell_9.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_119.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_157.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_164.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_180.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_193.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_32.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_69.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_76.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_9.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105213_cell_95.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_100.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_139.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_140.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_154.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_17.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_29.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_45.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_60.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105445_cell_63.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_101.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_107.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_17.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_172.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_207.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_217.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_32.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_34.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_55.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_105531_cell_71.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_111.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_177.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_18.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_203.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_25.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_39.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_5.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_86.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_110812_cell_97.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_128.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_133.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_165.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_166.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_169.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_47.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_5.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_61.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_69.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_111748_cell_92.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_117.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_124.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_161.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_187.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_25.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_53.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_63.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_74.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112132_cell_95.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_156.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_160.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_163.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_170.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_18.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_180.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_22.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_43.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_88.png \n",
" extracting: cell_images/Uninfected/C96P57ThinF_IMG_20150824_112442_cell_9.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_103.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_12.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_122.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_149.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_157.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_36.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_40.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_74.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_88.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_145555_cell_94.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_108.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_118.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_124.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_13.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_145.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_47.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_57.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_150838_cell_82.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_102.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_11.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_113.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_119.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_142.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_26.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_51.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151320_cell_54.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_113.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_18.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_29.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_32.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_55.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_63.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_67.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_71.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151437_cell_77.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_110.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_112.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_116.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_117.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_133.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_134.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_146.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_16.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_26.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151512_cell_7.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_105.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_134.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_142.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_147.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_2.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_41.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_47.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_56.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_57.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_151551_cell_99.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_1.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_101.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_104.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_128.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_143.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_42.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_44.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_6.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_62.png \n",
" extracting: cell_images/Uninfected/C97P58ThinF_IMG_20150917_152032_cell_93.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_120.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_136.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_144.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_28.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_30.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_62.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_74.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_8.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153030_cell_95.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_118.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_143.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_149.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_16.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_27.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_32.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_49.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_61.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153311_cell_73.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_1.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_116.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_125.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_130.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_152.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_160.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_184.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_21.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_27.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_5.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153600_cell_83.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_1.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_127.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_141.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_176.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_178.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_58.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_59.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_64.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_79.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153801_cell_83.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_10.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_100.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_111.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_117.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_130.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_165.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_170.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_26.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_44.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_153938_cell_6.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_125.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_128.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_135.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_143.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_157.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_171.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_20.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_30.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_85.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154235_cell_86.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_102.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_108.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_111.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_144.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_19.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_199.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_33.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_44.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_70.png \n",
" extracting: cell_images/Uninfected/C98P59ThinF_IMG_20150917_154452_cell_99.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_24.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_34.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_41.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_44.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_52.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_59.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_6.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_66.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_69.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_140900_cell_91.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_24.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_26.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_4.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_46.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_50.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_60.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_61.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_66.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_69.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141001_cell_89.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_15.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_20.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_21.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_3.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_38.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_75.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_77.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_8.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_84.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141129_cell_86.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_11.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_16.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_31.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_39.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_46.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_57.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_65.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_77.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_79.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141314_cell_81.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_22.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_26.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_53.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_56.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_75.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_83.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141351_cell_92.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_1.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_16.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_17.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_22.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_31.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_38.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_42.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_45.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_64.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_73.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_141520_cell_9.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_11.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_14.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_15.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_3.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_45.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_47.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_52.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_53.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_55.png \n",
" extracting: cell_images/Uninfected/C99P60ThinF_IMG_20150918_142128_cell_56.png \n",
" inflating: cell_images/Uninfected/Thumbs.db \n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "J7SrBm4gY_3P"
},
"source": [
"Above we downloaded the zip file that contains our data and we extracted it. As mentioned above we get two folders in ```cell_images``` folder, those are ```Parasitized``` and ```Uninfected```. ```Parasitized``` folder contains infected cell images having count of 13,780, similarly ```Uninfected``` folder contains uninfected mean healthy cell images having count of 13,780."
]
},
{
"cell_type": "code",
"metadata": {
"id": "G8L7ntOAYx2Z"
},
"source": [
"Cell_Images_dir = '/content/cell_images'\n",
"Parasitized_dir = '/content/cell_images/Parasitized'\n",
"Uninfected_dir = '/content/cell_images/Uninfected'"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "0UEVcqCJkWr9"
},
"source": [
"Above we stored there the path of each folder so that it will be easier to use the path by directly calling the variables."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "TQ2tyB56klUB"
},
"source": [
"Now, Let's visualize what we have in our dataset. Let see one one images from "
]
},
{
"cell_type": "code",
"metadata": {
"id": "xN4lzPQ5kVz7"
},
"source": [
"import os\n",
"\n",
"Parasitized_images = os.listdir(Parasitized_dir)\n",
"Uninfected_images = os.listdir(Uninfected_dir)\n"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "wzYAB2fel1oX",
"outputId": "6393ab01-e5db-4238-ccda-86f1b99013bc",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 182
}
},
"source": [
"from PIL import Image\n",
"\n",
"print('Parasitized Cell ')\n",
"Image.open(Parasitized_dir + '/C129P90ThinF_IMG_20151004_134306_cell_126.png')"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"Parasitized Cell \n"
],
"name": "stdout"
},
{
"output_type": "execute_result",
"data": {
"image/png": 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\n",
"text/plain": [
"<PIL.PngImagePlugin.PngImageFile image mode=RGB size=157x148 at 0x7F389D202748>"
]
},
"metadata": {
"tags": []
},
"execution_count": 6
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "TH0WrlbAnTsa",
"outputId": "18942e1e-418a-4c03-e8eb-e6d41c63f714",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 176
}
},
"source": [
"print('Uninfected Cell ')\n",
"Image.open(Uninfected_dir + '/C142P103ThinF_IMG_20151005_223257_cell_174.png')"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"Uninfected Cell \n"
],
"name": "stdout"
},
{
"output_type": "execute_result",
"data": {
"image/png": 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\n",
"text/plain": [
"<PIL.PngImagePlugin.PngImageFile image mode=RGB size=124x142 at 0x7F389B74CD30>"
]
},
"metadata": {
"tags": []
},
"execution_count": 7
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "xbcZBFk6qqcE"
},
"source": [
"After visualizing the Images from both classes we can easily detect that there is an infecter portion in Parasitized images. But we want to train our deep learning model that it should detect that and classify the images in Paracitized or Uninfected classes."
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "N4k03auvrX1h"
},
"source": [
"Now we have data which is in image format, but we have to convert it in machine tarinable format. We cannot input the image data as it is, we have to preprocess it first. The data we have is already supervised and separeted in folder so we have some functions from ```tensorflow``` which can easily preprocess these data."
]
},
{
"cell_type": "code",
"metadata": {
"id": "Ggw4xWZTnwJk",
"outputId": "b649dabe-a5c8-4038-e729-843b28c22303",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 52
}
},
"source": [
"from tensorflow.keras.preprocessing.image import ImageDataGenerator\n",
"\n",
"data_gen = ImageDataGenerator(validation_split=0.2 ,rescale=1/255.0)\n",
"\n",
"cell_images_training = data_gen.flow_from_directory(Cell_Images_dir, target_size=(125, 125), class_mode='categorical', subset='training')\n",
"cell_images_validation = data_gen.flow_from_directory(Cell_Images_dir, target_size=(125, 125), class_mode='categorical', subset='validation')"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"Found 22048 images belonging to 2 classes.\n",
"Found 5510 images belonging to 2 classes.\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "Oz60N8SJt-4L",
"outputId": "b8a5aee3-b5f8-4fa0-88c4-22221d947138",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 34
}
},
"source": [
"cell_images_training.class_indices"
],
"execution_count": null,
"outputs": [
{
"output_type": "execute_result",
"data": {
"text/plain": [
"{'Parasitized': 0, 'Uninfected': 1}"
]
},
"metadata": {
"tags": []
},
"execution_count": 9
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "TIJ7_XXcueC6"
},
"source": [
"**If you are seeing this first time then I am sure it's little confusing, Let me explain what it is and what is it doing?**\n",
"\n",
"First we imported a ```ImageDataGenerator``` class from ```keras``` which helps us to preprocess images so that we can use them to train our neural network. \n",
"\n",
"Next we created a object of ```ImageDataGenerator``` class and passed a ```Normalization Factor``` i.e. ```1/255.0```. \n",
"Normalization is a process that changes the range of pixel intensity values. If you want to read more about normalization then [Click Here](https://en.wikipedia.org/wiki/Normalization_(image_processing)).\n",
"\n",
"There is one more parameter that we passed, which is ```validation_split```. It will split our data in two datasets ```training``` and ```testing```. \n",
"\n",
"After creating the object, now we are able to access the functions of it. There is function ```flow_from_directory``` which goes through the directory and catogorixe the data according to the folders in passed directory. Let's understand about the parameters that are passed in it:\n",
"* ```Cell_Image_dir``` - This is a variable where path of main directory is stored. This directory contains training images of cells classified in two different folders as ```Parasitized``` and ```uninfected```.\n",
"* ```target_size=(125, 125)``` - It converts all images in same size as passed. Here I passes (125, 125). In Neural Networks it is very important that all input images must have same size. \n",
"* ```class_mode='categorical'``` - It specifies the type of classification that must be done on passed directory. \n",
"* ```subset='training'``` / ```subset='validation'``` - It will classify datasets into training and validation dataset.\n",
"\n",
"If you want to read more about Image Processing in Keras then [Click Here](https://keras.io/api/preprocessing/image/)"
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "LJgeEY9P3SPq"
},
"source": [
"Now we are ready with our Data. Preprocessing of our data is handled by Keras. Now we can work on creating Nerural Network and traing our data on that model. \n",
"\n",
"Here we will be using Keras for creating our Deep Neural Network. We will be dealing with image data hence we will use Convolutional Neural Network to train our data. \n",
"\n",
"\n",
"Let's import the necessary packages, then we will discuss about each of them. "
]
},
{
"cell_type": "code",
"metadata": {
"id": "45IG8sijucjo"
},
"source": [
"from tensorflow.keras.layers import Conv2D, MaxPool2D, Dense, Dropout, Flatten\n",
"from tensorflow.keras.models import Sequential"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "2gcXJSUoT82d"
},
"source": [
"Above we imported different layers and ```Sequential``` model from Keras. Each layer has different tasks to perform. \n",
"\n",
"Layers that we imported:\n",
"* ```Conv2D``` - This layer creates a convolution kernel that is convolved with the layer input to extract features from inputed image.\n",
"* ```MaxPool2D``` - Downsamples the input representation by taking the maximum value over the window defined by ```pool_size``` for each dimension along the features axis.\n",
"* ```Dense``` - Dense layer adds another layer in Neural Network with specific activation function.\n",
"* ```Dropout``` - The Dropout layer randomly sets input units to 0, which helps in overfitting the model\n",
"* ```Flatten``` - Flattens the input. Converts input size to 1 dimension. \n",
"\n",
"* ```Sequential``` - A Sequential model is appropriate for a plain stack of layers. Here we will be dealing continual series of Layers. \n",
"\n",
"Now, let's create our model for classification of infected Malaria cell images. "
]
},
{
"cell_type": "code",
"metadata": {
"id": "A_-r0Xh94wfd"
},
"source": [
"model = Sequential()\n",
"\n",
"model.add(Conv2D(64, (3,3), activation='relu', input_shape=(125, 125, 3)))\n",
"model.add(MaxPool2D(pool_size=(2,2)))\n",
"\n",
"model.add(Conv2D(64, (3,3), activation='relu'))\n",
"model.add(MaxPool2D(pool_size=(2,2)))\n",
"\n",
"model.add(Conv2D(128, (3,3), activation='relu'))\n",
"model.add(MaxPool2D(pool_size=(2,2)))\n",
"\n",
"model.add(Conv2D(128, (3,3), activation='relu'))\n",
"model.add(MaxPool2D(pool_size=(2,2)))\n",
"\n",
"model.add(Flatten())\n",
"model.add(Dropout(0.5))\n",
"\n",
"model.add(Dense(512, activation='relu'))\n",
"model.add(Dense(2, activation='softmax'))\n",
"\n",
"model.compile(loss='categorical_crossentropy', optimizer='rmsprop', metrics=['accuracy'])"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "markdown",
"metadata": {
"id": "gThxi_Cdfvu-"
},
"source": [
"Above we have created our Neural Network which will be used to classify the infected Malaria Cell Images. \n",
"\n",
"First we created ```model``` as a object of ```Sequential``` class. Here our neaural network gets initiated. \n",
"\n",
"Then we will ```add``` layers to the neural network, there positions are pre-decided as per their functionality.\n",
"\n",
"Whole Neural Network is divided into two sections: \n",
"1. Feature Learning\n",
"2. Classification\n",
"\n",
"\n",
"1. Feature Learning- \n",
"\n",
" Here we will be extracting the important features from the image to make perfect classification. In this layer we have ```Conv2D``` and ```MaxPool2D``` layers. \n",
" * ```Conv2D``` - As we know this is a convolutional layer. It creates kernels and convolve it throughout the image which focuses on the particular feature of image as per the values in the kernel. Keras takes care of defining kernel with different values. Let's discuss about the parameters that we passed in convolutional layer.\n",
" * ```64``` - The first parameter in Conv2D layer is the number of kernels that we want to be convolved throughout the image. \n",
" * ```(3, 3)``` - The second parameter is the size of that kernel.\n",
" * ```activation='relu'``` - Here we pass the activation function to convert the result of convolutin in binary. \n",
" * ```input_shape = (125, 125, 3)``` - Here we describe the shape of the input image. This we need to specify in only first layer.\n",
" \n",
" * ```MaxPool2D``` - This is a Pooling Layer, this is used to decrease some shape of the image and extract only maximum value in particular window. \n",
" * ```pool_size = (2, 2)``` - Here we pass the size of pool window. This window in revolved throughout the convolved image and extracts only the maximum value.\n",
" \n",
" These two layers are used to extract important features for perfect classifiaction.\n",
" \n",
"2. Classification - \n",
"\n",
" In this section Neural Network focuses on the classification part. Here we have ```Flatten``` and ```Dense``` Layers. \n",
" * ```Flatten``` - This layer is used for dimentionality reduction. This reduces the dimention of the input data and convert it into searies of features. \n",
" * ```Dense``` - Dense layer just adds another neural layer in the network, which is also called fully connected layer, which important to connect the flatten layer with output layer.\n",
"\n",
"In Neural Network we can also see one layer named ```Dropout```. What this layer does is that it randomly sets input to zero. It is used to avoid overfitting of the model. \n",
"\n",
"\n",
"\n",
"This is the overview of our neural network, but it only tells that what it is used for but if you want to see what is happening inside, then we have a function ```summary()``` which gives detailed overview of our model. "
]
},
{
"cell_type": "code",
"metadata": {
"id": "PsTgYslofVxW",
"outputId": "5f9ef934-ea03-406e-f3c7-c62b9b785ea6",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 573
}
},
"source": [
"model.summary()"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"Model: \"sequential\"\n",
"_________________________________________________________________\n",
"Layer (type) Output Shape Param # \n",
"=================================================================\n",
"conv2d (Conv2D) (None, 123, 123, 64) 1792 \n",
"_________________________________________________________________\n",
"max_pooling2d (MaxPooling2D) (None, 61, 61, 64) 0 \n",
"_________________________________________________________________\n",
"conv2d_1 (Conv2D) (None, 59, 59, 64) 36928 \n",
"_________________________________________________________________\n",
"max_pooling2d_1 (MaxPooling2 (None, 29, 29, 64) 0 \n",
"_________________________________________________________________\n",
"conv2d_2 (Conv2D) (None, 27, 27, 128) 73856 \n",
"_________________________________________________________________\n",
"max_pooling2d_2 (MaxPooling2 (None, 13, 13, 128) 0 \n",
"_________________________________________________________________\n",
"conv2d_3 (Conv2D) (None, 11, 11, 128) 147584 \n",
"_________________________________________________________________\n",
"max_pooling2d_3 (MaxPooling2 (None, 5, 5, 128) 0 \n",
"_________________________________________________________________\n",
"flatten (Flatten) (None, 3200) 0 \n",
"_________________________________________________________________\n",
"dropout (Dropout) (None, 3200) 0 \n",
"_________________________________________________________________\n",
"dense (Dense) (None, 512) 1638912 \n",
"_________________________________________________________________\n",
"dense_1 (Dense) (None, 2) 1026 \n",
"=================================================================\n",
"Total params: 1,900,098\n",
"Trainable params: 1,900,098\n",
"Non-trainable params: 0\n",
"_________________________________________________________________\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "0HI0XQyx7Eqr"
},
"source": [
"As you can see above, it gives the complete overview of the our Neural Network. It tell that in our network we arew dealing with nearly 1 million neurons.\n",
"\n",
"So now let train the model with the Dataset that we generated."
]
},
{
"cell_type": "code",
"metadata": {
"id": "yaIls8gS5MSV",
"outputId": "98f39939-206e-4859-fa32-54265ce746c9",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 364
}
},
"source": [
"H = model.fit(cell_images_training, epochs=10, validation_data=cell_images_validation, verbose=1)"
],
"execution_count": null,
"outputs": [
{
"output_type": "stream",
"text": [
"Epoch 1/10\n",
"689/689 [==============================] - 36s 52ms/step - loss: 0.3346 - accuracy: 0.8460 - val_loss: 0.2131 - val_accuracy: 0.9376\n",
"Epoch 2/10\n",
"689/689 [==============================] - 33s 48ms/step - loss: 0.1873 - accuracy: 0.9445 - val_loss: 0.2404 - val_accuracy: 0.9397\n",
"Epoch 3/10\n",
"689/689 [==============================] - 34s 49ms/step - loss: 0.1802 - accuracy: 0.9473 - val_loss: 0.2172 - val_accuracy: 0.9416\n",
"Epoch 4/10\n",
"689/689 [==============================] - 34s 49ms/step - loss: 0.1744 - accuracy: 0.9495 - val_loss: 0.1930 - val_accuracy: 0.9428\n",
"Epoch 5/10\n",
"689/689 [==============================] - 33s 48ms/step - loss: 0.1763 - accuracy: 0.9487 - val_loss: 0.2269 - val_accuracy: 0.9397\n",
"Epoch 6/10\n",
"689/689 [==============================] - 33s 48ms/step - loss: 0.1716 - accuracy: 0.9506 - val_loss: 0.2904 - val_accuracy: 0.9448\n",
"Epoch 7/10\n",
"689/689 [==============================] - 33s 49ms/step - loss: 0.1743 - accuracy: 0.9501 - val_loss: 0.2117 - val_accuracy: 0.9381\n",
"Epoch 8/10\n",
"689/689 [==============================] - 33s 48ms/step - loss: 0.1701 - accuracy: 0.9494 - val_loss: 0.2893 - val_accuracy: 0.9316\n",
"Epoch 9/10\n",
"689/689 [==============================] - 33s 48ms/step - loss: 0.1747 - accuracy: 0.9500 - val_loss: 0.1915 - val_accuracy: 0.9379\n",
"Epoch 10/10\n",
"689/689 [==============================] - 33s 48ms/step - loss: 0.1761 - accuracy: 0.9492 - val_loss: 0.1993 - val_accuracy: 0.9412\n"
],
"name": "stdout"
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "_oZJDXNd_Q1L"
},
"source": [
"Above we trained the model with our generated Dataset. Let's discuss about the parameters that we passed to the ```fit``` :\n",
"* ```cell_images_training```- This is the training data that we have generated preveously from our Data Directory.\n",
"* ```epochs=10``` - Epochs is a number that how many times model is going to train on that training data. For each epoch Network Backtrack the model and improves the accuracy. \n",
"* ```validation_data=cell_images_validation``` - Here we will pass our testing data.\n",
"* ```verbose=1``` - Due to this, it displays the output.\n",
"\n",
"Object of this whole process is stored in the variable ```H```.\n",
"From this object we can get values of ```training accuracy```, ```validation accuracy```, ```training loss``` and ```validation loss``` for each epochs. \n",
"\n",
"And by accessing these information we will plot a training and validation graph for loss and accuracy of our model."
]
},
{
"cell_type": "code",
"metadata": {
"id": "CrCvCWZu_Boh"
},
"source": [
"import numpy as np\n",
"import matplotlib.pyplot as plt\n",
"\n",
"\n",
"acc = H.history['accuracy']\n",
"val_acc = H.history['val_accuracy']\n",
"loss = H.history['loss']\n",
"val_loss = H.history['val_loss']\n",
"n =np.arange(1,11) # Because 10 epochs"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "rJ5S9PxTnRaN",
"outputId": "55b45892-173f-46a8-d56d-8a3ded463e0f",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 265
}
},
"source": [
"fig, (ax1, ax2) = plt.subplots(2)\n",
"\n",
"ax1.plot(n, loss, label = 'Training Loss')\n",
"ax1.plot(n, val_loss, label = 'Val_Loss')\n",
"ax1.legend()\n",
"\n",
"ax2.plot(n, acc, label = 'Training Accuracy')\n",
"ax2.plot(n, val_acc, label = 'Val Accuracy')\n",
"ax2.legend()\n",
"\n",
"plt.show()"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
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\n",
"text/plain": [
"<Figure size 432x288 with 2 Axes>"
]
},
"metadata": {
"tags": [],
"needs_background": "light"
}
}
]
},
{
"cell_type": "markdown",
"metadata": {
"id": "eQw3icm-DNrH"
},
"source": [
"The graph explains that Validation Accuracy is increasing gradually and at on point it becomes constant. So it tells that our models is quite good. \n",
"\n",
"So now let save the model, so that we can easily share it with others or deploy to make it available to others."
]
},
{
"cell_type": "code",
"metadata": {
"id": "6IygBb8oo6b5"
},
"source": [
"model.save('maleria_cell_classyfier.h5')"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "U3lsKisyGhqt"
},
"source": [
"from tensorflow.keras.preprocessing.image import load_img, img_to_array\n",
"from google.colab import files"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "mq_H3RIDIIJp",
"outputId": "0db4ac71-4de4-4938-81fd-1811fe3d13a9",
"colab": {
"base_uri": "https://localhost:8080/",
"height": 337
}
},
"source": [
"files.upload()"
],
"execution_count": null,
"outputs": [
{
"output_type": "display_data",
"data": {
"text/html": [
"\n",
" <input type=\"file\" id=\"files-cdb7eaba-9491-49e2-9d07-09a902a59917\" name=\"files[]\" multiple disabled\n",
" style=\"border:none\" />\n",
" <output id=\"result-cdb7eaba-9491-49e2-9d07-09a902a59917\">\n",
" Upload widget is only available when the cell has been executed in the\n",
" current browser session. Please rerun this cell to enable.\n",
" </output>\n",
" <script src=\"/nbextensions/google.colab/files.js\"></script> "
],
"text/plain": [
"<IPython.core.display.HTML object>"
]
},
"metadata": {
"tags": []
}
},
{
"output_type": "error",
"ename": "MessageError",
"evalue": "ignored",
"traceback": [
"\u001b[0;31m---------------------------------------------------------------------------\u001b[0m",
"\u001b[0;31mMessageError\u001b[0m Traceback (most recent call last)",
"\u001b[0;32m<ipython-input-18-63b259460c61>\u001b[0m in \u001b[0;36m<module>\u001b[0;34m()\u001b[0m\n\u001b[0;32m----> 1\u001b[0;31m \u001b[0mfiles\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mupload\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m",
"\u001b[0;32m/usr/local/lib/python3.6/dist-packages/google/colab/files.py\u001b[0m in \u001b[0;36mupload\u001b[0;34m()\u001b[0m\n\u001b[1;32m 62\u001b[0m result = _output.eval_js(\n\u001b[1;32m 63\u001b[0m 'google.colab._files._uploadFiles(\"{input_id}\", \"{output_id}\")'.format(\n\u001b[0;32m---> 64\u001b[0;31m input_id=input_id, output_id=output_id))\n\u001b[0m\u001b[1;32m 65\u001b[0m \u001b[0mfiles\u001b[0m \u001b[0;34m=\u001b[0m \u001b[0m_collections\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mdefaultdict\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0m_six\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mbinary_type\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 66\u001b[0m \u001b[0;31m# Mapping from original filename to filename as saved locally.\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/usr/local/lib/python3.6/dist-packages/google/colab/output/_js.py\u001b[0m in \u001b[0;36meval_js\u001b[0;34m(script, ignore_result)\u001b[0m\n\u001b[1;32m 37\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0mignore_result\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 38\u001b[0m \u001b[0;32mreturn\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m---> 39\u001b[0;31m \u001b[0;32mreturn\u001b[0m \u001b[0m_message\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mread_reply_from_input\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mrequest_id\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 40\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 41\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;32m/usr/local/lib/python3.6/dist-packages/google/colab/_message.py\u001b[0m in \u001b[0;36mread_reply_from_input\u001b[0;34m(message_id, timeout_sec)\u001b[0m\n\u001b[1;32m 104\u001b[0m reply.get('colab_msg_id') == message_id):\n\u001b[1;32m 105\u001b[0m \u001b[0;32mif\u001b[0m \u001b[0;34m'error'\u001b[0m \u001b[0;32min\u001b[0m \u001b[0mreply\u001b[0m\u001b[0;34m:\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0;32m--> 106\u001b[0;31m \u001b[0;32mraise\u001b[0m \u001b[0mMessageError\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0mreply\u001b[0m\u001b[0;34m[\u001b[0m\u001b[0;34m'error'\u001b[0m\u001b[0;34m]\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[0m\u001b[1;32m 107\u001b[0m \u001b[0;32mreturn\u001b[0m \u001b[0mreply\u001b[0m\u001b[0;34m.\u001b[0m\u001b[0mget\u001b[0m\u001b[0;34m(\u001b[0m\u001b[0;34m'data'\u001b[0m\u001b[0;34m,\u001b[0m \u001b[0;32mNone\u001b[0m\u001b[0;34m)\u001b[0m\u001b[0;34m\u001b[0m\u001b[0;34m\u001b[0m\u001b[0m\n\u001b[1;32m 108\u001b[0m \u001b[0;34m\u001b[0m\u001b[0m\n",
"\u001b[0;31mMessageError\u001b[0m: TypeError: google.colab._files is undefined"
]
}
]
},
{
"cell_type": "code",
"metadata": {
"id": "s-JQ7bIbIL21"
},
"source": [
"Image.open('malaria-test-cell-0.png')"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "ZqEkSzP9Ih7D"
},
"source": [
"image = load_img('malaria-test-cell-0.png', target_size=(125, 125))\n",
"image = img_to_array(image)\n",
"image = np.expand_dims(image, axis=0)"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "oMxH8eAOI3Ki"
},
"source": [
"model.predict_classes(image)"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "gnIrXEm9I8yH"
},
"source": [
"cell_images_training.class_indices"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "IMJwVf1XJD9g"
},
"source": [
"from tensorflow.keras.models import load_model"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "IpbB9Sj-K9y-"
},
"source": [
"model_new = load_model('maleria_cell_classyfier.h5')"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "g9eFnpNwLMRt"
},
"source": [
"model_new.predict_classes(image)"
],
"execution_count": null,
"outputs": []
},
{
"cell_type": "code",
"metadata": {
"id": "Vtqnk8M0LSHB"
},
"source": [
""
],
"execution_count": null,
"outputs": []
}
]
}
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