CVAT vs. LabelMe
Learn how CVAT and LabelMe compare in terms of supported task types, enterprise features like SSO and RBAC, and more.
Tools
CVAT
CVAT is an open source computer vision labeling tool that also offers a managed annotation solution.
LabelMe
LabelMe is an open source image annotation app for your desktop, inspired by MIT CSAIL's original LabelMe.
| Feature | CVAT | LabelMe |
|---|---|---|
| Supported Vision Task Types | Object detection, instance segmentation, keypoints, classification | Object detection, instance and semantic segmentation, keypoints, classification; video annotation |
| Offers SSO? | Yes | No |
| Offers Role-Based Access Control (RBAC)? | Yes | No |
| Dataset Analytics Support | Limited | Limited (label statistics in the paid dataset toolkit) |
| Labeling History Support | No | No |
| Semantic Dataset Search | No | No |
| Image Augmentation Support | No | No |
| Offers Foundation Model Label Assistant? | Yes (SAM, SAM 2 and SAM 3 click-to-mask tools; SAM 2 video tracking) | Yes (SAM, SAM 2 and SAM 3 click-to-mask and text-prompt labeling, run locally) |
| Model Training Offered? | No | No |
| Deployment Offered? | No | No |
| Offers an Interactive Vision Application Builder? | No | No |
| Website URL | View website | View website |
| How to buy | Online & Sales | Free open-source version, or buy the app online |
| Tool pricing | View pricing | View pricing |
| Documentation | View documentation | View documentation |