Generative Adversarial Networks

• Tensorflow implementation of simple GANs.
• 간단한 GANs 을 구현했습니다.

Requirements

• Python v3.6
• tensorflow v1.4

Contents

MNIST

• Download source
• python3 gan_mnist.py
  • --todo : train or generate
• generated figure
  • train epoch 1
  • train epoch 50
  • train epoch 100
  • train epoch 200

Fashion MNIST

• Download source
• python3 gan_fashion_mnist.py
  • --todo : train or generate
• generated figure
  • train epoch 1
  • train epoch 50
  • train epoch 100
  • train epoch 200

To be added

• GANs for cifar10.

References

• studies
  • NIPS 2016 tutorial: Generative adversarial networks