CVAT
Computer Vision Annotation Tool.
Overview
CVAT (Computer Vision Annotation Tool) is a popular open-source tool for labeling images and videos for computer vision tasks. It supports a wide range of annotation formats and is highly customizable. CVAT can be self-hosted or used through the cloud-based service, CVAT.ai, which offers additional features and support.
✨ Key Features
- Open-source and free to use (self-hosted)
- Support for object detection, segmentation, and classification
- Video annotation with interpolation
- Collaborative annotation features
- Extensible and customizable
- Cloud-based and enterprise versions available
🎯 Key Differentiators
- Rich feature set for an open-source tool
- Strong community support
- Scalability from individual use to enterprise deployment
Unique Value: Provides a powerful, flexible, and free open-source solution for computer vision data annotation.
🎯 Use Cases (4)
✅ Best For
- Creating datasets for object detection models
- Semantic segmentation of street scenes
💡 Check With Vendor
Verify these considerations match your specific requirements:
- Large-scale enterprise projects requiring extensive support and managed services without opting for the enterprise version.
🏆 Alternatives
Offers a more comprehensive and user-friendly web-based interface compared to other open-source annotation tools.
💻 Platforms
✅ Offline Mode Available
🔌 Integrations
🛟 Support Options
- ✓ Email Support
- ✓ Dedicated Support (Enterprise tier)
🔒 Compliance & Security
💰 Pricing
✓ 14-day free trial
Free tier: The open-source version is completely free.
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