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

open-mmlab/PowerPaint

[ECCV 2024] PowerPaint, a versatile image inpainting model that supports text-guided object inpainting, object removal, image outpainting and shape-guided object inpainting with only a single model. 一个高质量多功能的图像修补模型,可以同时支持插入物体、移除物体、图像扩展、形状可控的物体生成,只需要一个模型 observed · 2026-08-28

github.com/open-mmlab/PowerPaint · homepage · Python · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

70/100

  • Activity 97
  • Release rhythm 35
  • Longevity 71

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: 1002
  • days_rel: n/a
  • days_push: 18
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1107 stars · 87 forks observed · 2026-08-28

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

PowerPaint is a versatile image inpainting model (ECCV 2024) built on diffusion models that handles text-guided object insertion, object removal, shape-guided inpainting, and outpainting with a single model using learnable task prompts. It is released as Python code with pretrained weights on Hugging Face.

Use cases

  • remove unwanted objects from photos
  • insert objects into images with a text prompt
  • extend an image beyond its borders (outpainting)
  • fill in missing or masked regions of an image
  • generate objects with controllable shapes in a masked area
  • retouch and edit photos with AI inpainting

When to choose

  • you need one model covering multiple inpainting tasks
  • you want state-of-the-art text-guided object insertion or removal
  • you need shape-controlled object generation via prompt interpolation
  • you want an MIT-licensed research-grade inpainting model

When to avoid

  • you need a simple GUI photo editor without ML setup
  • you lack a GPU or cannot run diffusion models locally
  • you need video inpainting rather than images

Facets

library · maturity active

image-processing machine-learning deep-learning image-processing artificial-intelligence computer-vision python cross-platform image-inpainting stable-diffusion diffusion-model object-removal outpainting eccv-2024 aigc image-editing gpu

2 sources

Member repositories

RepositoryRoleHealth v2
open-mmlab/PowerPaintmain70

For agents

markdown · JSON · MCP: product_card(name="open-mmlab/PowerPaint")

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