CVAT

A data annotation platform that converts raw visual data into model-ready datasets for computer vision AI. It solves the problem of preparing training data by providing tools for image, video, and 3D point cloud annotation. The platform serves teams building real-world AI, including engineers, researchers, and enterprises across industries like healthcare and defense. It is available as a fully managed cloud service, self-hosted enterprise edition, or open-source community edition, with optional professional labeling services.

Key features

• Import data from local files and cloud storage
• Manage projects, tasks, jobs, and team access
• Label data with manual and automated tools
• Validate annotations and control quality
• Monitor task progress and team workload
• Export datasets in 20+ formats
• Automate workflows via API, SDK, and CLI