/AniGAN

Simple implementation of AniGAN

Primary LanguagePython

Unofficial Implementation of AniGAN

paper: (https://arxiv.org/pdf/2102.12593.pdf)

This code seems to understand the structure & texture information provided by training images, but doesn't produce meaningful results yet. I will keep debugging and posting the results here.

image

Implementation details

  • AST block
  • FST blocks
  • Style encoder
  • Content encoder
  • Double branch discriminator
  • POLIN
  • AdaPOLIN
  • adv loss, reconstruction loss, feature matching loss (hook on activations)