CVAT – Computer Vision Annotation Tool

The open data annotation platform for AI

4.7•3 reviews•

381 followers

The open data annotation platform for AI

4.7•3 reviews•

381 followers

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CVAT contains powerful features which are often reserved for closed-source, proprietary, systems. Designed for ease-of–use and speed, it is recognized in the AI industry as one of the fastest and most usable tools for data annotation.

CVAT – Computer Vision Annotation Tool Reviews

Name: CVAT – Computer Vision Annotation Tool
Rating: 4.67 (3 reviews)

The community submitted 3 reviews to tell us what they like about CVAT – Computer Vision Annotation Tool, what CVAT – Computer Vision Annotation Tool can do better, and more.

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•1 review

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CVAT is an essential annotation tool for anyone working in industrial AI workflows, especially when paired with edge inspection platforms like XIS.ai. In our experience at XIS.ai, which focuses on autonomous, private, end-to-end AI inspection systems, CVAT has proven to be a critical part of the computer vision pipeline. Its flexible annotation capabilities—bounding boxes, polygons, and segmentation masks—are perfectly suited for defect and anomaly detection tasks in high-throughput production lines. The workflow is intuitive, following a similar structure to XIS.ai’s process: import, annotate, train, test, and deploy. This alignment makes it easy to integrate CVAT annotations directly into our AI training and model refinement stages.

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CVAT plays a fundamental role in enabling accurate, high-quality data preparation, which directly translates into better-performing AI inspection models. For manufacturing and industrial AI teams striving for precision and efficiency, CVAT remains one of the most valuable open-source tools in the ecosystem.

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2 views4mo ago

•2 reviews

CVAT (Computer Vision Annotation Tool) is a powerful and versatile tool designed for annotating data, particularly for computer vision tasks like object detection, image segmentation, and classification. Here are some thoughts about it: * Feature-Rich Interface: CVAT provides a comprehensive set of tools for precise annotations, including bounding boxes, polygons, points, polylines, and masks, making it suitable for a variety of computer vision applications. * Open-Source and Customizable: As an open-source tool, CVAT is free to use and highly customizable. Developers can adapt it to meet specific project needs or integrate it into larger pipelines. Collaboration and Scalability: CVAT supports multiple users, enabling teams to work collaboratively on large-scale datasets. Its scalability is particularly useful for projects that require extensive labeling. * Integration with ML Pipelines: CVAT can integrate with machine learning workflows, allowing you to import pre-annotated data or use models to suggest annotations, reducing manual effort. * Task Management: The tool includes robust task management features, enabling users to divide datasets into tasks, assign them to team members, and track progress effectively. * Web-Based Platform: As a web-based tool, CVAT is accessible from any device with a browser, which makes it convenient for remote teams.

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1 view1yr ago

•1 review

I love how the tool is easy to setup and intuitive to use. I have been a user of CVAT for over two years and have no complaints. They also provide great support, and if they find value regarding a feature request, they put up someone to develop or fix a bug.

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1 view3yr ago