Computer Vision Annotation Tool (CVAT) Reviews and details

Social recommendations and mentions

• Exploring Open-Source Alternatives to Landing AI for Robust MLOps

  Another powerful resource is CVAT, the Computer Vision Annotation Tool which supports both image and video annotations with advanced capabilities such as interpolation of shapes between frames, making it highly suitable for computer vision. - Source: dev.to / 5 months ago

• Need help identifying a good open source data annotation tool

  CVAT has an open source repo under MIT license: https://github.com/opencv/cvat I've not worked with it directly but it might be a good place to start. Source: 5 months ago

• Way to label yolov7 images fast

  An open source annotation tool that integrates object detectors is CVAT https://github.com/opencv/cvat however, using your own detector might require some coding. There is an integration for yolov5, but without modification it only loads the pretrained models. Source: 12 months ago

• Segment Anything Model is now available in the open-source CVAT

  This integration is currently available in the open-source version of Computer Vision Annotation Tool (http://github.com/opencv/cvat)! Please use it for your computer vision projects to segment images faster. - Source: Hacker News / about 1 year ago

• How to build computer vision dataset labeling team in-house

  You can download the CVAT docker from a github (Link) and install it yourself, keeping all data local. And here are two options - locally on your personal computer (or company server) or in your own cloud (there are instructions on how to do this with AWS). - Source: dev.to / about 1 year ago

• CVAT Course. Lecture #3 - Integration

  You can find more information here Waiting for your feedback here: Discord, LinkedIn, Gitter, GitHub. Source: over 1 year ago

• Alternatives to YOLOv5/roboflow that don't require making the dataset public access?

  I use CVAT for all my projects: Https://github.com/opencv/cvat. Source: over 1 year ago

• [R] A relabelling of the COCO 2017 dataset

  It really depends on what you are trying to achieve, what your budget is, and where you are in your model development cycle. Nevertheless, I would recommend starting in self-service mode with the simplest tool you can find. This might be something like CVAT, though there are a number of other options (paid, free, SaaS, etc.) out there that a simple google search will return. Once you're ready to scale, you might... Source: over 1 year ago

• What is the best software to prepare training images for yolo (preferably offline).

  For image annotations, have you seen CVAT? https://github.com/opencv/cvat/. Source: over 1 year ago

• Control User Access and Permissions in CVAT with Open Policy Agent

  The post examines the implementation of Identity and Access Management (IAM) in the Computer Vision Annotation Tool (CVAT), which is a part of the OpenCV ecosystem. CVAT helps to annotate raw images and video files to produce a ready-to-use Computer Vision dataset in popular formats such as MS COCO, PASCAL VOC, YOLO, etc. Here we will cover:. Source: over 1 year ago

• Annotation tool for image classification

  I recently completed a project leveraging CVAT, and it was a great experience. You can export the annotations in different formats, load the images one by one, split videos up by frame, etc. It is probably not the best one out there, but it's free and did the job for me. They even have a hosted online version for smaller projects. Source: over 2 years ago

• AI-assisted annotation tool for labels in YOLO format?

  Check out CVAT. Has assisted labeling and can output in YOLO format. Source: almost 3 years ago

• Advice with a labeling tool for creating fast bounding boxes around insects from images

  CVAT - Very similar to labelstudio (but was done first). Source: almost 3 years ago

• Announcing Labelflow, the open source image labeling and dataset cleaning platform.

  CVAT is an option that’s available now. It includes the front end which is nice Https://github.com/openvinotoolkit/cvat. Source: almost 3 years ago