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.
Hey hunters! CVAT is one of the best kept secrets in the AI industry. With no promotion or advertising it’s been pulled almost a million times from Docker.com, and it’s a core part of the workflow for everything from 1-person projects to huge teams at Fortune 500 companies.
Lately public development has stalled a bit, but no more. Today the core CVAT team is joining up with OpenCV.AI to grow and expand the open source tool, while also creating exclusive new features for the hosted service. You can use the tool for free at CVAT.ai and download the code on the GitHub repository. The team is here to answer any questions you might have. Thanks!
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.
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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CVAT – Computer Vision Annotation Tool
CVAT – Computer Vision Annotation Tool