DiscoGAN for Tensorflow

An implementation of Learning to Discover Cross-Domain Relations with Generative Adversarial Networks written in tensorflow.

Requirements

• Tensorflow 1.0.1
• scipy

Training

python main.py

Training details

Currently the data utils file works on domains from the celeba dataset

Remarks

As it currently stands, I have refactored much of the model and extracted it to discoGAN.py. I will soon be making it take command line arguments, download datasets automatically, etc. As mentioned before, there are now some barebones utilities to work with the celeba dataset.