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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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Toronto AI is a social and collaborative hub to unite AI innovators of Toronto and surrounding areas. We explore AI technologies in digital art and music, healthcare, marketing, fintech, vr, robotics and more. Toronto AI was founded by Dave MacDonald and Patrick O'Mara.