Ross ROSS = Recommend OSS · open-source software intelligence for agents

magic-research/magic-edit

MagicEdit: High-Fidelity Temporally Coherent Video Editing observed · 2026-08-28

github.com/magic-research/magic-edit · homepage · BSD-3-Clause (permissive) · archived observed · 2026-08-28

Health v2 · maintenance only

10/100

  • Activity 0
  • Release rhythm 35
  • Longevity 78

Flags: no_releases archived

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: 1105
  • days_rel: n/a
  • days_push: 1100
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1790 stars · 100 forks observed · 2026-08-28

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

MagicEdit is a research implementation of a diffusion-based video editing model from ByteDance that disentangles appearance and motion for high-fidelity, temporally coherent edits. It supports video stylization, local editing, video-MagicMix, and video outpainting driven by text prompts.

Use cases

  • edit videos with text prompts
  • stylize a video into cartoon or another style
  • replace subjects in a video like dog to cat
  • outpaint video frames to extend the scene
  • perform local edits on video while preserving motion

When to choose

  • you need research-grade text-driven video editing with temporal coherence
  • you want to experiment with or build on a published video editing model
  • you have GPU resources and want to run video stylization or outpainting locally

When to avoid

  • you need a polished end-user video editor with a GUI
  • you lack a GPU or ML deployment experience
  • you need production-supported software with frequent updates

Facets

library · maturity experimental

video-processing image-processing machine-learning deep-learning computer-vision artificial-intelligence image-processing python video-editing diffusion-models text-guided-editing research-code video-stylization temporally-coherent video gpu linux

2 sources

Member repositories

RepositoryRoleHealth v2
magic-research/magic-editmain10

For agents

markdown · JSON · MCP: product_card(name="magic-research/magic-edit")

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