manicman1999 / StyleGAN-Tensorflow-2.0

Unofficial implementation of StyleGAN using TensorFlow 2.0.

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:

Mixing Styles:

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.