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

CSAILVision/LabelMeAnnotationTool

Source code for the LabelMe annotation tool. observed · 2026-08-28

github.com/CSAILVision/LabelMeAnnotationTool · JavaScript · MIT (permissive) observed · 2026-08-28

Health v2 · maintenance only

32/100

  • Activity 0
  • 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: 5181
  • days_rel: n/a
  • days_push: 1253
  • n_releases_24m: 0

Full methodology

Adoption not part of the score

1468 stars · 444 forks observed · 2026-08-28

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

The source code for LabelMe, a web-based image annotation tool written in JavaScript that runs on your own Apache server. It lets users draw polygon and scribble annotations on images in a browser and collects the results as XML annotations and segmentation masks on the server.

Use cases

  • label images with polygons for object detection training
  • create segmentation masks for computer vision datasets
  • self-host a collaborative image annotation tool for a lab
  • annotate photos online without installing desktop software
  • collect crowdsourced image labels on a web server

When to choose

  • you need a self-hosted, browser-based image labeling tool
  • you want multiple people to annotate images collaboratively over the web
  • you need polygon or scribble-based segmentation annotations stored as XML

When to avoid

  • you want a modern maintained annotation UI with active development
  • you cannot run an Apache server with Perl/CGI and SSI enabled
  • you need video, text, or audio annotation rather than images

Facets

application · maturity maintenance

image-processing computer-vision gui computer-vision image-processing machine-learning data-science self-hosted windows image-annotation labeling segmentation polygons javascript perl-cgi apache dataset-creation web-server linux docker

1 source

Member repositories

RepositoryRoleHealth v2
CSAILVision/LabelMeAnnotationToolmain32

For agents

markdown · JSON · MCP: product_card(name="CSAILVision/LabelMeAnnotationTool")

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