
CVAT
6.9#3 in ai image segmentation softwareFree planFree planWebAPISelf-hosted
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| Fact | CVAT | Ultralytics Platform |
|---|---|---|
| Purpose | CVAT turns raw images, video, 3D data, and audio into labeled datasets for AI workflows. | Ultralytics Platform brings dataset annotation, management, analytics, model training, export, and deployment into one workspace. |
| Support | Enterprise Basic includes 24-hour email support with a 24-hour response SLA and a private helpdesk channel for urgent critical issues. | The Free plan includes community support, Pro includes priority support, and Enterprise includes dedicated onboarding and support. |
CVAT suits teams and individuals preparing labeled data for AI workflows, especially those who need several annotation types, review controls, or managed and self-hosted deployment options.
The Free plan is described for individuals getting started, while Pro is aimed at professionals and small teams. Enterprise is intended for organisations with advanced needs, including on-premise data and compute.