Augments the image present in a földer

image_augmentor.py

# References
# 1. https://github.com/mdbloice/Augmentor
  
import Augmentor

p = Augmentor.Pipeline("/home/jayasimha/NJ/Datasets/Nuts/nonsense")
p.skew_left_right(probability=0.5)
p.skew_top_bottom(probability=0.5)

p.random_brightness(probability=0.5,min_factor=0.9,max_factor=1.0)
p.random_contrast(probability=0.5,min_factor=0.9,max_factor=1.0)
p.random_color(probability=0.5,min_factor=0.8,max_factor=1.0)

p.rotate90(probability=0.5)
p.rotate270(probability=0.5)
p.flip_left_right(probability=0.8)
p.flip_top_bottom(probability=0.3)

p.zoom(probability=0.5, min_factor=1.1, max_factor=1.5)
p.sample(5)