cvat

Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

MIT License

Downloads
40.9K
Stars
11.4K
Committers
249

Bot releases are visible (Hide)

cvat - v2.2.0: Skeletons and SDK

Published by nmanovic about 2 years ago

Summary

What's Changed

New Contributors

Full Changelog: https://github.com/opencv/cvat/compare/v2.1.0...v2.2.0

cvat - v2.1.0: Advanced filtration and sorting

Published by nmanovic over 2 years ago

Added

Changed

Fixed

New Contributors

cvat - v2.0.0: Advanced authorization and organizations

Published by nmanovic over 2 years ago

Summary

Added

Changed

Deprecated

Removed

Fixed

Security

New Contributors

cvat - v2.0.0-alpha

Published by nmanovic almost 3 years ago

Summary

  • Added OpenVINO logo and links to OpenVINO toolkit to the CVAT login page

    image

  • Implemented advanced identity access management system (IAM) using Open Policy Agent. Now CVAT has configurable rules to provide access to different resources on the server. Users can create organizations to manage resources together. We had more than 15 issues on GitHub which described different use cases from community and Intel customers (e.g., #3950, #2708, #2637, #2681).

    cvat_org

  • Implemented rotated bounding boxes. The feature was requested by our community multiple times to annotate objects in different scenarios.

    cvat_rbox

  • Added new annotation formats for import/export of datasets: KITTI, LFW, Cityscapes, Open Images v6

  • Implemented backup of projects to move them from one CVAT instance to another easily (previously it was implemented only for annotation tasks):

    cvat_backup

  • Implemented import of datasets. Now it is possible to create a project from datasets in MS COCO, Pascal VOC, ImageNet and other formats.

Details

Added

Changed

Deprecated

Removed

Fixed

Security

cvat - v1.7.0

Published by nmanovic almost 3 years ago

Summary

  • Supported cloud storages in UI
    Cloud Storages UI
  • AI tools: HRNet interactive segmentation
    Semi-automatic segmentation
  • AI tools: SiamMask can be run on GPU. Reworked the tracking approach
    Annotation using a tracker

Details

Added

Changed

Fixed

Security

New Contributors

cvat - v1.6.0

Published by nmanovic about 3 years ago

Summary

  • Export a project as a dataset. Previously the functionality was implemented only for tasks.
  • Improved intelligent scissors for semi-automatic segmentation. Now it is possible to draw a part of a polygon manually when using intelligent scissors.
  • Redesigned UX for semi-automatic methods to annotate objects such as DEXTR, IOG.

Read about these and other features in documentation: https://openvinotoolkit.github.io/cvat/docs/

Added

Changed

Removed

Fixed

cvat - v1.5.0

Published by nmanovic about 3 years ago

Summary

  • Full support for 3D lidar annotation (import/export annotations and datasets in the release)
  • Initial steps on the server to support integration with AWS S3, Google Drive and Microsoft Azure
  • Backup or move your annotation tasks from one instance to another using import/export functionality
  • Documentation how to integrate your own DL models to annotate data automatically
  • Explicit "Done" button to finish drawing of polyshapes
  • A manual way to reduce number of points in polygons for semi-automatic annotation methods
  • Better UX for IOG semi-automatic method

Read about these and other features in documentation: https://openvinotoolkit.github.io/cvat/docs/


Added

Changed

Fixed

cvat - v1.4.0

Published by nmanovic over 3 years ago

Added

Changed

Removed

Fixed

cvat - v1.3.0

Published by nmanovic over 3 years ago

Added

Changed

Fixed

cvat - v1.2.0

Published by nmanovic almost 4 years ago

Added

Changed

Removed

  • Removed Z-Order flag from task creation process

Fixed

cvat - v1.2.0-beta

Published by nmanovic almost 4 years ago

Added

Changed

Fixed

cvat - v1.2.0-alpha

Published by nmanovic almost 4 years ago

Added

Changed

Removed

  • Removed Z-Order flag from task creation process

Fixed

cvat - v1.1.0

Published by nmanovic about 4 years ago

Added

Changed

Removed

Fixed

Security

cvat - v1.1.0-beta

Published by nmanovic about 4 years ago

Added

Changed

Removed

Fixed

cvat - v1.1.0-alpha

Published by nmanovic over 4 years ago

Added

Changed

Fixed

Security

cvat - v1.0.0 (major update + cvat.org)

Published by nmanovic over 4 years ago

[1.0.0] - 2020-05-29

Added

Changed

Removed

Fixed

cvat - Cuboids + bug fixes

Published by nmanovic over 4 years ago

[1.0.0-beta.2] - 2020-04-30

Added

Removed

Fixed

cvat - Modern UI beta.1 + bug fixes

Published by nmanovic over 4 years ago

[1.0.0-beta.1] - 2020-04-15

Added

Changed

  • Increase preview size of a task till 256, 256 on the server
  • Public ssh-keys are displayed in a dedicated window instead of console when create a task with a repository
  • React UI is the primary UI

Fixed

cvat - Data streaming using chunks

Published by nmanovic over 4 years ago

[1.0.0-alpha] - 2020-03-31

Added

Fixed

cvat - Fix dump of annotations in some corner cases

Published by nmanovic over 4 years ago

[0.6.1] - 2020-03-21

Changed

  • VOC task export now does not use official label map by default, but takes one
    from the source task to avoid primary-class and class part name
    clashing (#1275)

Fixed

  • File names in LabelMe format export are no longer truncated (#1259)
  • occluded and z_order annotation attributes are now correctly passed to Datumaro (#1271)
  • Annotation-less tasks now can be exported as empty datasets in COCO (#1277)
  • Frame name matching for video annotations import -
    allowed frame_XXXXXX[.ext] format (#1274)

Security

  • Bump acorn from 6.3.0 to 6.4.1 in /cvat-ui (#1270)