Image-preprocessing

This a python image data augmentation library based on opencv and numpy for deep learning for persenal usage. This library is compatible with Datagenertor in Keras and Dataset in PyTorch Any question please

Components

• Remove mean
• Fix normalization with mean=[0.48462227599918, 0.45624044862054, 0.40588363755159], std=[0.22889466674951, 0.22446679341259, 0.22495548344775] which is computed from ImageNet.
• Instance normalization(Adaptive normalization
• Adjust contrast
• Random flip up-down left-right
• Crop image with a given size
• Image edge padding

Requirements

pip install numpy
pip install opencv-python

Installation:

python setup.py install