stylegan2-tf-2.x

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

To do list

Items	Implemented
weight modulation / demodulation	✔️
skip architecture	✔️
resnet architecture	✔️
Path regularization	✔️
Lazy regularization	✔️
Fast optimized bias / activation / bilinear filtering (cuda compiled code)	-
Single GPU training	✔️
Multi GPU distributed training	-
Inference from official Generator weights	✔️

Official repo result	Official weight copied result from this repo

at 284k train step	Screenshot
Loss
Generation output Real Images phi=0.0 phi=0.5 phi=0.7 phi=1.0

Name		Name	Last commit message	Last commit date
Latest commit History 46 Commits
assets		assets
exports		exports
models		models
official-converted		official-converted
official-pretrained		official-pretrained
stylegan2		stylegan2
tf_utils		tf_utils
.gitignore		.gitignore
README.md		README.md
dataset_ffhq.py		dataset_ffhq.py
docker-compose.yml		docker-compose.yml
export_generator.py		export_generator.py
implementations.md		implementations.md
inference_from_official_weights.py		inference_from_official_weights.py
train.py		train.py
train_advanced.py		train_advanced.py