Alex Spirin
ArcaneGAN byChangelog
- 2021-12-27 Added colab for videos
- 2021-12-25 ArcaneGAN v0.4 is live
- 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
ArcaneGAN v0.4
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
Image samples
v0.3 vs v0.4
Video samples
ryan.mp4
obama.mp4
ArcaneGAN v0.3
Videos processed by the huggingface video inference colab.
obama2.mp4
ryan2.mp4
Image samples
Faces were enhanced via GPEN before applying the ArcaneGAN v0.3 filter.
ArcaneGAN v0.2
The release is here
Implementation Details
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