Awesome

ImprovedGAN-Tensorflow

This is a simple Tensorflow implementation of the Semi-Supervised GAN proposed in the paper Improved Techniques for Training GANs from Salimans et al. https://arxiv.org/abs/1606.03498

The code reproduces the results presented in the original paper. It uses the same tricks than the original Theano implementation.

Requirements

The repo supports python 3.5 + tensorflow 1.5

Run the Code

To reproduce our results on SVHN

python train_svhn.py

To reproduce our results on CIFAR-10

python train_cifar.py

Experiments