vietanhdev/anylabeling
Effortless AI-assisted data labeling with AI support from YOLO, Segment Anything (SAM+SAM2/2.1+SAM3), MobileSAM!! observed · 2026-08-28
Health v2 · maintenance only
85/100
- Activity 96
- Release rhythm 69
- Longevity 88
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: 55.5
- age_days: 1243
- days_rel: 130
- days_push: 24
- n_releases_24m: 5
Adoption not part of the score
3463 stars · 349 forks observed · 2026-08-28
What it is AI-extracted, prompt v1, taxonomy v1, 2026-08-29, confidence not recorded
AnyLabeling is a desktop image annotation tool that combines LabelImg/Labelme-style manual labeling with AI-assisted auto-labeling. It runs YOLO and Segment Anything (SAM, SAM2/2.1/3, MobileSAM) models via ONNX to suggest masks and bounding boxes during annotation.
Use cases
- annotate images with polygons and bounding boxes for object detection
- auto-segment objects with Segment Anything while labeling
- label datasets for YOLO training
- create segmentation masks for computer vision datasets
- label text detection and OCR key information extraction data
- speed up dataset annotation with AI-assisted labeling
When to choose
- you need a free, offline desktop tool for image annotation
- you want AI-assisted segmentation (SAM family) to speed up labeling
- you are preparing object detection or segmentation datasets for YOLO models
- you need polygon, rectangle, line, point, and OCR/KIE annotation in one app
When to avoid
- you need collaborative, web-based team labeling workflows
- you label video, audio, or 3D data rather than images
- you require permissive licensing for redistribution (GPL-3.0)
Facets
application · maturity active
image-processing machine-learning computer-vision gui computer-vision image-processing machine-learning artificial-intelligence cross-platform python windows data-labeling image-annotation segment-anything yolo auto-labeling onnx pyqt desktop macos linux
5 sources
- readme: https://github.com/vietanhdev/anylabeling · fetched 2026-08-28 · 732ed0c6ce91
- homepage: https://anylabeling.nrl.ai · fetched 2026-08-29 · fd9333f5a382
- site_page: https://anylabeling.nrl.ai/docs · fetched 2026-08-29 · 053819fea9f0
- site_page: https://anylabeling.nrl.ai/about · fetched 2026-08-29 · e43cefd698b6
- registry_pypi: https://pypi.org/pypi/anylabeling/json · fetched 2026-08-29 · 40897b8749f7
Member repositories
| Repository | Role | Health v2 |
|---|---|---|
| vietanhdev/anylabeling | main | 85 |
For agents
markdown · JSON · MCP: product_card(name="vietanhdev/anylabeling")
Data as of 2026-08-30T08:39:29.467469+00:00 · Report a problem