Keras-GAN

This is the start work of my research on Style transfer learning using GAN for Histopathoplogical images. This is the Keras implementations of pix2pix model suggested in paper---Image-to-Image Translation with Conditional Adversarial Networks. I used this model for histopathoplogical images' color normalization.

Paper: https://arxiv.org/abs/1611.07004

Image-to-Image Translation with Conditional Adversarial Networks

Phillip Isola, Jun-Yan Zhu, Tinghui Zhou, Alexei A. Efros, CVPR, 2017

Installation

$ git clone https://github.com/hanwen0529/GAN-pix2pix-Keras.git
$ cd GAN-pix2pix-Keras/
$ sudo pip install -r requirements.txt

Implementations

$ python pix2pix.py