stylegan2-tf-2.x

• This is tensorflow 2.0 based keras subclassing reimplementation of official StyleGAN2 Repo

Inference from official weights

• Please check how_to_extract_official_weights.md

Official repo result	Official weight copied result from this repo

Training on 256x256

• batch size 32
• around 300k steps

d_loss	g_loss

• result samples

Using custom data

• Create dataset(tf.data.Dataset) loader which returns
  • shape: [None, 3, res, res] where res is desired image resolution
  • image value range: [-1, +1]

Etc

Using with pycharm

• If .bashrc file's paths don't work in pycharm environment (e.g. nvcc -h), open pycharm with following

# move to pycharm installed location (location may vary)
moono@moono-ubuntu:~$ cd .local/share/JetBrains/Toolbox/apps/PyCharm-P/ch-0/201.7846.77/bin/

# launch pycharm with .bashrc 
moono@moono-ubuntu:~/.local/share/JetBrains/Toolbox/apps/PyCharm-P/ch-0/201.7846.77/bin$ bash pycharm.sh