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weihaox/GAN-Inversion resource

[TPAMI 2022] GAN Inversion: A Survey observed · 2026-08-28

github.com/weihaox/GAN-Inversion · homepage · TeX · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

74/100

  • Activity 92
  • Release rhythm 35
  • Longevity 100

Flags: no_releases

How is this computed?

round(0.45*activity + 0.35*rhythm + 0.20*longevity); archived -> min(score, 10) — computed 2026-09-02. Adoption (stars, forks) is never an input.

  • gap_med: n/a
  • age_days: 2005
  • days_rel: n/a
  • days_push: 50
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1127 stars · 77 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-30, confidence not recorded

A curated awesome-list and companion repository for the TPAMI 2022 survey 'GAN Inversion: A Survey'. It collects papers, pretrained inverted models, methods, and resources on inverting images into GAN latent spaces.

Use cases

  • find papers on GAN inversion
  • learn how to invert images into StyleGAN latent space
  • survey GAN latent space editing techniques
  • find pretrained inverted GAN models
  • research real image editing with GANs

When to choose

  • you need a comprehensive reading list on GAN inversion
  • you are researching latent space editing or image restoration with GANs
  • you want links to implementations and inverted pretrained models

When to avoid

  • you need runnable GAN inversion code rather than a paper collection
  • you want a general GAN tutorial unrelated to inversion

Facets

learning-resource · maturity active

documentation machine-learning computer-vision deep-learning computer-vision image-processing tutorials awesome-lists cross-platform gan-inversion survey stylegan image-editing generative-models paper-list

6 sources

Member repositories

RepositoryRoleHealth v2
weihaox/GAN-Inversionmain74

For agents

markdown · JSON · MCP: product_card(name="weihaox/GAN-Inversion")

Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem