Computer Vision Annotation Tool (CVAT) VS ShellNewHandler

• Open Source
  CVAT is open-source, meaning its source code is freely available for anyone to use, modify, and distribute. This encourages community contributions and transparency.
• Rich Annotation Features
  CVAT provides a wide range of annotation tools for bounding boxes, polygons, polylines, points, and more, which are essential for creating detailed datasets.
• User-Friendly Interface
  The tool has an intuitive and responsive web interface that simplifies the annotation process, making it easier for users of all experience levels.
• Collaboration and Multi-User Support
  CVAT supports multiple users working collaboratively on the same project, which enhances productivity in team environments.
• Integration Capabilities
  CVAT can be easily integrated with other tools and workflows via its REST API, making it adaptable to various project needs.
• Customizability
  Users can customize the labeling interface and adapt the platform to fit specific task requirements, adding flexibility to its use.

Possible disadvantages

• Installation Complexity
  Setting up CVAT can be complex, requiring knowledge of Docker and command-line operations, which may be challenging for non-technical users.
• Resource Intensive
  CVAT can be demanding on system resources, particularly when handling large datasets, which may affect performance on less powerful machines.
• Limited Offline Functionality
  As a largely web-based application, CVAT has limited offline capabilities, which can be a constraint in environments with unreliable internet access.
• Learning Curve
  Despite its user-friendly interface, mastering all features of CVAT can take time, particularly for users who are new to annotation tools or advanced functionalities.
• Scalability Challenges
  While CVAT supports multiple users, scaling it for very large teams or extremely large projects may require additional infrastructure and management.

No features have been listed yet.

No analysis of Computer Vision Annotation Tool (CVAT) yet.

Computer Vision Annotation Tool (CVAT): annotation mode

No ShellNewHandler videos yet. You could help us improve this page by suggesting one.

• 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 / almost 3 years 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: almost 3 years 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... Source: over 3 years ago

View more

• I recently got libreoffice, but now the new option in right click looks like a mess. Can someone help me get rid of them please?

  Use Shell New Handler. Run the portable app and simply untick the items you don't want to appear in your new context menu. Source: about 4 years ago

• This menu should be easy to add/remove programs to... Who is really creating Access Databases from this menu often enough to keep it here? (Not me!) Is there an easy way to edit this?

  I've always used ShellNewHandler for this. It's a really simple portable utility that allows you to remove most of the items from that menu. Tested it out on Windows 11 and it's still compatible. Source: over 5 years ago