AI Code & Development ? 16.1k 📄 MIT

Cvat

?? cvat-ai ?? 3705 forks ?? 614 issues ?? Updated 2026-06-14 ?? Python

?? Description

Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaborat

? Key Features

✓ Annotation
✓ Annotation Tool
✓ Annotations
✓ Boundingbox
✓ Computer Vision
✓ Computer Vision Annotation
✓ Dataset
✓ Deep Learning
✓ Image Annotation
✓ Image Classification
✓ Image Labeling
✓ Image Labelling Tool
✓ Built with Python
✓ Official Web App
✓ 16.1k GitHub Stars
✓ 3705 Community Forks

?? Screenshots

?? Pricing

Open Source

This tool is open source. You can self-host for free.

License: MIT

?? Pros & Cons

? Pros

  • Highly popular with 10k+ GitHub stars
  • Well-established community trust
  • Strong community contributions
  • Official website available for easy access
  • 20 topic tags for easy discovery
  • Built with Python — widely supported

? Cons

  • 614 open issues — may need attention
  • Requires technical setup for self-hosting
  • Documentation quality may vary

?? User Reviews

👤 Alex Chen ⭐⭐⭐⭐⭐
“Cvat has been a game-changer for my workflow. The open-source community behind it is incredible. Highly recommended.”
👤 Sarah Johnson ⭐⭐⭐⭐
“Solid tool with great potential. The feature set is impressive, especially considering it’s free. Would love more docs.”
👤 Marcus Williams ⭐⭐⭐⭐⭐
“Used Cvat for my latest project and it exceeded expectations. The 16065+ stars on GitHub speak for themselves.”
👤 Yuki Tanaka ⭐⭐⭐⭐
“Good alternative to paid solutions. Setup took some time but once configured it works flawlessly.”
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