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StyleGAN-Pytorch

A styleGAN based on NVIDIA's paper.


  • Commander object overview.
  • Dataset helper functions.
  • Saving model snapshots.
  • Logger for metrics.
  • Normalize images to [0,255] && decode functions, noise to [-1,1].
  • Training loops for Gen and Disc.
  • Upsample class.
  • Adaptive instance Norm class.
  • Pixel Norm class.
  • Latent FC linear layers.
  • Generator Net.
  • Discriminator Net.
  • Train the model.

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