demo program for tripleGAN
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README.md
make_mnist_datasets.py
train_tripleGAN.py
utility.py

README.md

Sample code for Triple GAN

Discription

This software is a python implementation of Triple GAN using Tensorflow.

See the paper. https://arxiv.org/abs/1703.02291

Requirement

I only confirm the operation under this environment

  1. python 3.5.3
  2. tensorflow-gpu 1.5.0rc1
  3. pillow 5.0.0
  4. numpy 1.14.0

Usage

First of all, prepare mnist data as npy form. See my tripleGAN code in chainer.
https://github.com/masataka46/tripleGAN_chainer
Then, you can get mnist_train_img.npy, mnist_train_label.npy, mnist_test_img.npy and mnist_test_label.npy.

To train this model, do python train_tripleGAN.py

License

MIT