
CVAT
6.8#4 in image annotation softwareFrom $1.92 a monthFree planWebAPISelf-hosted
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| Fact | CVAT | LabelU |
|---|---|---|
| Deployment | CVAT is offered as a managed cloud service or as a self-hosted deployment, including on-premises and air-gapped options. | The project documents local installation with Python 3.11 or later and running a local server at localhost:8000. |
| Purpose | CVAT turns raw images, video, 3D data, and audio into labeled datasets for AI workflows. | LabelU is an open-source multimodal data annotation platform for image, video, and audio tasks. |
| Support | Enterprise Basic includes 24-hour email support with a 24-hour response SLA and a private helpdesk channel for urgent critical issues. | The project README invites users to join the official OpenDataLab WeChat group. |
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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.
LabelU suits teams annotating image, video, or audio data for analysis and model training. It is also a fit for users who want to host an annotation platform and review or refine model-assisted labels.