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.”
✨ Recommended

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