Free and open source, web-based image and video annotation tool
Computer Vision Annotation Tool
CVAT version 2.0.0
Developer(s)
CVAT.ai
Initial release
June 29, 2018; 5 years ago (2018-06-29)
Repository
github.com/opencv/cvat
Written in
JavaScript, CSS, Python, HTML, Django
Operating system
Windows 7 or later, OS X 10.11 or later, Linux
Available in
English (US)
Type
Image and video annotation tool
License
MIT License[1]
Website
opencv.github.io/cvat/about/
Computer Vision Annotation Tool (CVAT) is a free, open source, web-based image and video annotation tool 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.
^"cvat_LICENSE at develop · opencv/cvat". GitHub. CVAT.ai.
^"Intel open-sources CVAT, a toolkit for data labeling". VentureBeat. 2019-03-05. Retrieved 2019-08-13.
^"Computer Vision Annotation Tool: A Universal Approach to Data Annotation". software.intel.com. 2019-03-04. Retrieved 2019-08-13.
ComputerVisionAnnotationTool (CVAT) is a free, open source, web-based image and video annotationtool used for labeling data for computervision algorithms...
"ComputerVisionAnnotationTool: A Universal Approach to Data Annotation". software.intel.com. 2019-03-01. Retrieved 2019-03-09. "ComputerVision Annotation...
Genome: Connecting Language and Vision Using Crowdsourced Dense Image Annotations". International Journal of ComputerVision. 123: 32–73. arXiv:1602.07332...
"Label Me: A Database and Web-Based Tool for Image Annotation" (PDF). International Journal of ComputerVision. 77 (1–3): 157–173. doi:10.1007/s11263-007-0090-8...
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on October 11, 2016. Semantic annotation based web scraping Roush, Wade (2012-07-25). "Diffbot Is Using ComputerVision to Reinvent the Semantic Web"...
Architectural Design Tool" (PDF). Synthetic Landscapes: Proceedings of the 25th Annual Conference of the Association for Computer-Aided Design in Architecture...
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The Atlantic: "Whereas for decades, computer-science fields such as natural-language processing, computervision, and robotics used extremely different...
Adrian (2012). "Semantic Enrichment by Non-Experts: Usability of Manual AnnotationTools" (PDF). ISWC'12 - Proceedings of the 11th international conference...
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contrast, noise, and other imaging ambiguities. Although there are many computervision techniques for image segmentation, some have been adapted specifically...
Convolutional neural network Use of UAVs in law enforcement Underwater computervision Intelligent transportation system Saran K B; Sreelekha G (2015). "Traffic...
library, create and follow associative trails of links and personal annotations, and recall these trails at any time to share them with other researchers...
entertainment, sports, medical applications, and for validation of computervision and robots. In filmmaking and video game development, it refers to...
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