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.

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cvat - v2.4.2: Segment Anything Model in CVAT

Published by nmanovic over 1 year ago

New Contributors

Full Changelog: https://github.com/opencv/cvat/compare/v2.4.1...v2.4.2

cvat - v2.4.1: Optimized annotations fetching

Published by nmanovic over 1 year ago

Fixed

In this release, we’ve introduced new features based on our vision and suggestions in the CVAT community. Thank you for reaching out and providing us with valuable feedback. Here is the list of features we are shipping in the CVAT v2.4.0

  • Added the grid view and support of the contextual images for 2D and 3D tasks. For more information, see Contextual images.

    3D Cuboids interpolation

  • Added Interpolation for 3D cuboids. Also, annotation can be exported and imported in Datumaro and Supervisely Point Cloud formats.

  • Added Yolo v7 serverless functionally for automated annotation.

  • Collections in server API were redesigned for improved performance.

  • Added simple filters for collection endpoints in API. For example, now you can filter the tasks by username: /tasks?project_id=42&user=myusername

  • Improved analytics and enriched it with the following features: log collection from UI and server, exceptions collection, user activity visualization, aggregation of user and job working time, and log filtering for debugging purposes. Analytics are now based on ClickHouse + Vector + Grafana.

    Advanced analytics

  • Improved the work of the Pytorch adapter also known as the cvat_sdk.pytorch module, which allows you to use a CVAT project or task directly as a PyTorch-compatible dataset, eliminating the need for intermediate representation. For more information, see CVAT SDK Pytorch Adapter.

  • Improved high-level SDK APIs for task data uploading. The default data source is now the local file system. Added an option to wait for data processing to finish after data uploading, the option is turned on by default.

  • Added high-level API for working with organizations. For more information, see High-level API.

New Contributors

Full Changelog: https://github.com/opencv/cvat/compare/v2.3.0...v2.4.0

cvat - v2.3.0: Brush tool, WebHooks, and Social auth

Published by nmanovic almost 2 years ago

In this release, we’ve introduced new features based on our vision and suggestions in the CVAT community, plus addressed more than 20+ reported bugs. Thank you for reaching out and providing us with valuable feedback. Here is the list of features we are shipping:

  • Added the Brush tool to create pixel masks for disjoint objects with multiple parts: a house hiding behind trees, a car behind a pedestrian, or a pillar behind a traffic sign. Read more.

    brush

  • Added Webhooks for Projects and Organizations. Configure them to handle application notifications about changes in a specific project or organization. Read more.

    webhooks

  • Added sorting by Z-Order: farthest from the camera objects go on the top of the list. Now sorted objects have an additional indication on the objects sidebar.

    order

  • Enabled leveraging of NVIDIA GPU for YOLO v5 serverless function. Now you can annotate with YOLO faster.

  • Added social accounts authentication. Now you can log in to CVAT using your social auth accounts:

  • Added email authentication. Now you can authenticate in CVAT with your email instead of login.

    auth

  • Added Propagation backward to the Confirm Propagation widget, now propagation works both ways.

    propagate

New Contributors

Full Changelog: https://github.com/opencv/cvat/compare/v2.2.0...v2.3.0
CHANGELOG.md: https://github.com/opencv/cvat/blob/v2.3.0/CHANGELOG.md

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

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New Contributors

cvat - v2.0.0: Advanced authorization and organizations

Published by nmanovic over 2 years ago

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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.

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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

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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/

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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/


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cvat - v1.4.0

Published by nmanovic over 3 years ago

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cvat - v1.3.0

Published by nmanovic over 3 years ago

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cvat - v1.2.0

Published by nmanovic almost 4 years ago

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  • Removed Z-Order flag from task creation process

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cvat - v1.2.0-beta

Published by nmanovic almost 4 years ago

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cvat - v1.2.0-alpha

Published by nmanovic almost 4 years ago

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  • Removed Z-Order flag from task creation process

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cvat - v1.1.0

Published by nmanovic about 4 years ago

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Security

cvat - v1.1.0-beta

Published by nmanovic about 4 years ago

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cvat - v1.1.0-alpha

Published by nmanovic over 4 years ago

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

Published by nmanovic over 4 years ago

[1.0.0] - 2020-05-29

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