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williamyang1991/VToonify

[SIGGRAPH Asia 2022] VToonify: Controllable High-Resolution Portrait Video Style Transfer observed · 2026-08-28

github.com/williamyang1991/VToonify · Jupyter Notebook · NOASSERTION (other) 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: 1454
  • days_rel: n/a
  • days_push: 1044
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

3584 stars · 446 forks observed · 2026-08-28

What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded

Official PyTorch implementation of VToonify, a SIGGRAPH Asia 2022 framework for controllable high-resolution portrait video style transfer built on StyleGAN. It extends StyleGAN-based image toonification models (Toonify, DualStyleGAN) to temporally consistent video toonification with flexible style control.

Use cases

  • toonify portrait videos with cartoon styles
  • transfer artistic styles to face videos at high resolution
  • apply exemplar-based style transfer to portrait images and videos
  • control color and intensity of toonified output
  • run toonification inference in Colab or Hugging Face demo

When to choose

  • you need research-grade portrait video toonification with temporal consistency
  • you want StyleGAN-based controllable artistic face stylization
  • you need to process non-aligned faces in variable-size video frames

When to avoid

  • you need a production-ready end-user application with a polished UI
  • you need general-purpose video style transfer beyond portrait faces
  • you require a permissive license for commercial use

Facets

library · maturity maintenance

image-processing video-processing machine-learning deep-learning computer-vision image-processing deep-learning artificial-intelligence python cross-platform stylegan style-transfer toonification portrait-video pytorch research-code siggraph-asia video gpu

1 source

Member repositories

RepositoryRoleHealth v2
williamyang1991/VToonifymain32

For agents

markdown · JSON · MCP: product_card(name="williamyang1991/VToonify")

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