EvgenyKashin/stylegan2-distillation
None observed · 2026-08-28
Health v2 · maintenance only
32/100
- Activity 0
- Release rhythm 35
- Longevity 100
Flags: no_releases no_license
How is this computed?
round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-03. Adoption (stars, forks) is never an input.
- gap_med: n/a
- age_days: 2371
- days_rel: n/a
- days_push: 1673
- n_releases_24m: 0
Adoption not part of the score
1018 stars · 102 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded
A research implementation of the ECCV 2020 paper 'StyleGAN2 Distillation for Feed-forward Image Manipulation', distilling StyleGAN2 latent-space edits into fast paired image-to-image networks (pix2pixHD). It provides pretrained weights and notebooks for face transformations like gender swap, aging, and style mixing.
Use cases
- swap gender in face photos
- make a face look older or younger
- apply style transfer to portraits
- morph between face images
- run fast feed-forward image editing instead of slow latent optimization
- generate synthetic paired training data with StyleGAN2
When to choose
- you need fast feed-forward face manipulation comparable to StyleGAN2 latent optimization quality
- you want pretrained pix2pixHD weights for gender swap or aging
- you are reproducing the ECCV 2020 paper or researching GAN distillation
When to avoid
- you need a maintained production tool or commercial license (nonstandard license, little recent activity)
- you want general-purpose image editing beyond the specific face transformations provided
- you lack a GPU or the stylegan2/pix2pixHD dependency stack
Facets
library · maturity maintenance
machine-learning image-processing deep-learning computer-vision image-processing deep-learning artificial-intelligence python gan stylegan2 pix2pixhd face-manipulation image-to-image-translation distillation eccv-2020 research-code gpu
6 sources
- readme: https://github.com/EvgenyKashin/stylegan2-distillation · fetched 2026-08-28 · 0d0aa6a423f9
- homepage: https://arxiv.org/abs/2003.03581 · fetched 2026-08-29 · 0729e3b1f8f2
- site_page: https://info.arxiv.org/about/donate.html · fetched 2026-08-29 · cca9c3a11c56
- site_page: https://info.arxiv.org/about/ourmembers.html · fetched 2026-08-29 · 47cbc55ff1de
- site_page: https://info.arxiv.org/about · fetched 2026-08-29 · a1f16f915a9a
- site_page: https://info.arxiv.org/labs/index.html · fetched 2026-08-29 · b14a8d05a0ec
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| EvgenyKashin/stylegan2-distillation | main | 32 |
For agents
markdown · JSON · MCP: product_card(name="EvgenyKashin/stylegan2-distillation")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem