Xitao Zhang offbye
gauravkaila
/ object_detection_client.py
Created
December 21, 2017 21:15
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| # Create stub | |
| host, port = FLAGS.server.split(':') | |
| channel = implementations.insecure_channel(host, int(port)) | |
| stub = prediction_service_pb2.beta_create_PredictionService_stub(channel) | |
| # Create prediction request object | |
| request = predict_pb2.PredictRequest() | |
| # Specify model name (must be the same as when the TensorFlow serving serving was started) | |
| request.model_spec.name = 'obj_det' |
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| # Mostly copied from https://keras.io/applications/#usage-examples-for-image-classification-models | |
| # Changing it to use InceptionV3 instead of ResNet50 | |
| from keras.applications.inception_v3 import InceptionV3, preprocess_input, decode_predictions | |
| from keras.preprocessing import image | |
| import numpy as np | |
| model = InceptionV3() | |
| img_path = 'elephant.jpg' |
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| # -*- coding: utf-8 -*- | |
| GRAMMAR = r""" | |
| IGNORE: "[ \t\n]"; | |
| UNARY_OP: "[+-!]"; | |
| IDENTIFIER: "[a-zA-Z_][a-zA-Z0-9_]*"; | |
| STRING_LITERAL: "\\"[^\\\\"]*\\""; | |
| DECIMAL_LITERAL: "0|[1-9][0-9]*"; | |
| OCTAL_LITERAL: "0[oO][0-7]+"; | |
| HEX_LITERAL: "0[xX][0-9a-fA-F]+"; | |
| BIN_LITERAL: "0[bB][0-1]+"; |
yrevar
/ imagenet1000_clsidx_to_labels.txt
Last active
May 4, 2025 13:55
text: imagenet 1000 class idx to human readable labels (Fox, E., & Guestrin, C. (n.d.). Coursera Machine Learning Specialization.)
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| {0: 'tench, Tinca tinca', | |
| 1: 'goldfish, Carassius auratus', | |
| 2: 'great white shark, white shark, man-eater, man-eating shark, Carcharodon carcharias', | |
| 3: 'tiger shark, Galeocerdo cuvieri', | |
| 4: 'hammerhead, hammerhead shark', | |
| 5: 'electric ray, crampfish, numbfish, torpedo', | |
| 6: 'stingray', | |
| 7: 'cock', | |
| 8: 'hen', | |
| 9: 'ostrich, Struthio camelus', |
alashow
/ OkHttp3Stack.java
Last active
May 21, 2024 01:54
— forked from bryanstern/OkHttpStack.java
An OkHttp backed HttpStack for Volley (okhttp3 version)
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| /** | |
| * The MIT License (MIT) | |
| * | |
| * Copyright (c) 2015 Circle Internet Financial | |
| * | |
| * Permission is hereby granted, free of charge, to any person obtaining a copy | |
| * of this software and associated documentation files (the "Software"), to deal | |
| * in the Software without restriction, including without limitation the rights | |
| * to use, copy, modify, merge, publish, distribute, sublicense, and/or sell | |
| * copies of the Software, and to permit persons to whom the Software is |
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| echo "deb http://vontaene.de/raspbian-updates/ . main" >> /etc/apt/sources.list | |
| apt-get update | |
| apt-get install libgstreamer1.0-0 libgstreamer1.0-0-dbg libgstreamer1.0-dev liborc-0.4-0 liborc-0.4-0-dbg liborc-0.4-dev liborc-0.4-doc gir1.2-gst-plugins-base-1.0 gir1.2-gstreamer-1.0 gstreamer1.0-alsa gstreamer1.0-doc gstreamer1.0-omx gstreamer1.0-plugins-bad gstreamer1.0-plugins-bad-dbg gstreamer1.0-plugins-bad-doc gstreamer1.0-plugins-base gstreamer1.0-plugins-base-apps gstreamer1.0-plugins-base-dbg gstreamer1.0-plugins-base-doc gstreamer1.0-plugins-good gstreamer1.0-plugins-good-dbg gstreamer1.0-plugins-good-doc gstreamer1.0-plugins-ugly gstreamer1.0-plugins-ugly-dbg gstreamer1.0-plugins-ugly-doc gstreamer1.0-pulseaudio gstreamer1.0-tools gstreamer1.0-x libgstreamer-plugins-bad1.0-0 libgstreamer-plugins-bad1.0-dev libgstreamer-plugins-base1.0-0 libgstreamer-plugins-base1.0-dev |