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[P] I Implemented The Improved StyleGAN (StyleGAN2) in Tensorflow 2.0 – Then Trained It Overnight.

[P] I Implemented The Improved StyleGAN (StyleGAN2) in Tensorflow 2.0 - Then Trained It Overnight.

Like the title says, I implemented all of the improvements to StyleGAN in Tensorflow 2.0, including:

  • Convolution Modulation/Demodulation
  • Non-growing skip block Generator and ResNet Discriminator
  • Lazy Regularization
  • Path Length Regularization

Here are some mixed style samples:

Mixed Style Samples from StyleGAN2 on Landscapes, trained in Tensorflow 2.0

Here is the code:

https://github.com/manicman1999/StyleGAN2-Tensorflow-2.0

Enjoy!

submitted by /u/manicman1999
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