ArcaneGAN by Alex Spirin
Changelog
- 2021-12-14 Added Video demo on huggingface
- 2021-12-12 ArcaneGAN v0.3 is live
- 2021-12-09 Thanks to ak92501 we now have a huggingface demo
The main differences are:
- lighter styling (closer to original input)
- sharper result
- happier faces
- reduced childish eyes effect
- reduced stubble on feminine faces
- increased temporal stability on videos
- reduced mouth\teeth artifacts
v0.3 vs v0.4
ryan.mp4
obama.mp4
Videos processed by the huggingface video inference colab.
obama2.mp4
ryan2.mp4
Faces were enhanced via GPEN before applying the ArcaneGAN v0.3 filter.
The release is here
The model is a pytroch *.jit of a fastai v1 flavored u-net trained on a paired dataset, generated via a blended stylegan2.
- Model architecture: fastai v1 u-net
- Stylegan2 implementation used: stylegan3 repo
- Stylegan blending example: stylegan3 blending
- Paired image2image training: fastai v1 superres notebook
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