Computer Vision Annotation Tool
Computer Vision Annotation Tool (CVAT) is a free, open
source, web-based image and video annotation tool which is used
Computer Vision
for labeling data for computer vision algorithms. Originally Annotation Tool
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 version 2.0.0
Developer(s) CVAT.ai
CVAT has many powerful features, including interpolation of
shapes between key frames, semi-automatic annotation using deep Initial release June 29, 2018
learning models, shortcuts for most critical actions, a dashboard Repository github.com
with a list of annotation projects and tasks, LDAP and basic access /opencv/cvat (h
authentication, etc.[4] ttps://github.co
m/opencv/cvat)
CVAT is written mainly in TypeScript, React, Ant Design (https://a
nt.design), CSS, Python, and Django. It is distributed under the Written in JavaScript,
MIT License, and its source code is available on GitHub. CSS, Python,
HTML, Django
CVAT team hosts an online version of the data annotation platform
at cvat.ai (https://cvat.ai) as SaaS. Operating system Windows 7 or
later, OS X
10.11 or later,
See also Linux
List of manual image annotation tools Available in English (US)
VoTT Type Image and
video
References annotation tool
License MIT License[1]
1. "cvat_LICENSE at develop · opencv/cvat" (https://githu
b.com/opencv/cvat/blob/develop/LICENSE). GitHub. Website opencv.github
CVAT.ai. .io/cvat/about/
2. "Intel open-sources CVAT, a toolkit for data labeling" (htt (https://opencv.
ps://venturebeat.com/2019/03/05/intel-open-sources-cva github.io/cvat/a
t-a-toolkit-for-data-labeling/). VentureBeat. 2019-03-05. bout/)
Retrieved 2019-08-13.
3. "Computer Vision Annotation Tool: A Universal Approach to Data Annotation" (https://softwar
e.intel.com/content/www/us/en/develop/articles/computer-vision-annotation-tool-a-universal-
approach-to-data-annotation.html). software.intel.com. 2019-03-04. Retrieved 2019-08-13.
4. User's guide of Computer Vision Annotation Tool (https://opencv.github.io/cvat/docs/),
CVAT.ai, 2019-08-13, retrieved 2021-07-29
External links
Getting Started with CVAT - Annotation for Computer Vision (https://blog.roboflow.com/cvat/)
Image annotation tools on GitHub (https://github.com/topics/image-annotation)
Annotation tools for building datasets (https://www.datasetlist.com/tools/)
Best Open Source Annotation Tools for Computer Vision (https://medium.com/sicara/best-op
en-source-annotation-tools-in-computer-vision-4b9f6a18f911)
Four Important Computer Vision Annotation Tools you Need to Know in 2020 (https://heartbe
at.fritz.ai/4-important-computer-vision-annotation-tools-you-need-to-know-in-2020-9f964931
ed7)
Image Annotation Tools: Which One to Pick in 2020? (https://bohemian.ai/blog/image-annota
tion-tools-which-one-pick-2020/)
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