CVAT

A powerful open-source computer vision annotation tool

Freemium 4.5
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Open-source computer vision annotation tool originally built at Intel, supporting bounding boxes, polygons, keypoints, and video interpolation, with automatic annotation via built-in models and a hosted cloud plan for teams avoiding self-deployment.

Key Features

  • Supports bounding box and polygon annotation
  • Keypoint annotation and video interpolation
  • Built-in AI model automatic annotation
  • Team collaboration and permission management
  • Supports cloud and self-hosted deployment

Pros

  • Feature-rich interface, open-source and free
  • Automation features dramatically boost efficiency
  • Supports video processing and interpolation

Cons

  • Self-hosting requires a technical background
  • The cloud plan requires a paid subscription

Use Cases

  • Preparing AI model training data
  • Autonomous-driving image annotation
  • Object tracking in surveillance video

Editor's Note

A top open-source choice for visual annotation, feature-complete and open-source.

FAQ

Is CVAT free?

Yes. CVAT offers an open-source version for free self-hosting, plus a paid cloud-hosted plan.

Can it be used to process video?

Yes. It supports video annotation with interpolation to automatically track objects across consecutive frames.

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