progressive_growing_of_GANs icon indicating copy to clipboard operation
progressive_growing_of_GANs copied to clipboard

Pure tensorflow implementation of progressive growing of GANs

progressive_growing_of_GANs

Pure tensorflow implementation of progressive growing of GANs [https://arxiv.org/abs/1710.10196]

Includes :

  • Progressive growing of network
  • Use of minibatch standard deviation
  • Pixelwise feature normalization
  • Equalized learning rate
  • Drift loss

Tested on private dataset.

See training_walkthrough.ipynb on how to train on your own dataset.