Software:Computer Vision Annotation Tool

From HandWiki
Short description: Free and open source, web-based image and video annotation tool
Computer Vision Annotation Tool
Cvat (2).jpg
CVAT version 2.0.0
Developer(s)CVAT.ai
Initial releaseJune 29, 2018; 6 years ago (2018-06-29)
Repositorygithub.com/opencv/cvat
Written inJavaScript, CSS, Python, HTML, Django
Operating systemWindows 7 or later, OS X 10.11 or later, Linux
Available inEnglish (US)
TypeImage and video annotation tool
LicenseMIT License[1]
Websiteopencv.github.io/cvat/about/

Computer Vision Annotation Tool (CVAT) is a free, open source, web-based image and video annotation tool which is used for labeling data for computer vision algorithms. Originally developed by Intel, CVAT is designed for use by a professional data annotation team, with a user interface optimized for computer vision annotation tasks.[2]

CVAT supports the primary tasks of supervised machine learning: object detection, image classification, and image segmentation. CVAT allows users to annotate data for each of these cases.[3]

CVAT has many powerful features, including interpolation of shapes between key frames, semi-automatic annotation using deep learning models, shortcuts for most critical actions, a dashboard with a list of annotation projects and tasks, LDAP and basic access authentication, etc.[4]

CVAT is written mainly in TypeScript, React, Ant Design, CSS, Python, and Django. It is distributed under the MIT License, and its source code is available on GitHub.

CVAT team hosts an online version of the data annotation platform at cvat.ai as SaaS.

See also

References

External links