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Unofficial implementation of StyleGAN using TensorFlow 2.0.
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README.md

StyleGAN Tensorflow 2.0

Unofficial implementation of StyleGAN using TensorFlow 2.0. Original paper: https://arxiv.org/abs/1812.04948

This implementation does not include functionality for Growing GAN, but will soon include Multi-Scale gradient capabilities. See this paper for more details: https://arxiv.org/abs/1903.06048

Image Samples

Trained on Landscapes:

Teaser image

Mixing Styles:

Teaser image

Web Demo

A web demo for generating your own landscapes live:

https://matchue.ca/p/earthhd/

Before Running

Please ensure you have created the following folders:

  1. /Models/
  2. /Results/
  3. /data/

Additionally, please ensure that your folder with images is in /data/ and changed at the top of stylegan.py.

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