Generative Adversarial Nets

GANs in TensorFlow
This repo attempts to reporduce the amazing work GANs(Goodfellow I J, Pougetabadie J, Mirza M, et al. Generative Adversarial Nets[J]. Advances in Neural Information Processing Systems, 2014, 3:2672-2680.)

How to

setup TensorFlow 1.0 environment, and run the following command.

MNIST

python main.py --dataset=MNIST [--use_gpu=1]

CIFAR

python main.py --dataset=CIFAR

Results

MNIST

Iteration 0 to 10000

To do

• MNIST dataset experiment
• cifar-10 dataset experiment