v2.32.0

Added

• Added parameter conv_mask_to_poly support for importing annotations in projects,tasks and jobs (#8823)

• [SDK] Auto-annotation functions that output skeletons can now be used via agents (#9122)

• Search bar and filtering components on the organization page (#9151)

• Error notification if something is wrong in quality/consensus settings (#9178)

• [Helm] Added a new value, cvat.backend.extensionEnv, to support supercharts adding environment variables to backend containers (#9214)

• Timestamps to Uvicorn stdout logs (#9210)

• Added robots.txt file to manage crawling traffic (#9241)

Changed

• [SDK] DetectionFunctionSpec now requires that the type of keypoint sublabels is set to points. Accordingly, keypoint_spec now sets this type by default (#9122)

• Optimized memory usage on export with YOLO and COCO formats for tasks (#9084)

• Optimized memory usage for project export in YOLO and COCO formats (#9159)

• Updated Traefik to v3.3.x (#9202)

• [Compose] Traefik access log is now limited to the same fields as in Helm-based deployments (#9202)

Deprecated

• Utilizing GET /api/projects/id/dataset?action=import_status API endpoint to check the status of the import process. Instead, the GET /api/requests/rq_id requests API should be used (#9075)

Removed

• GET /api/projects/id/dataset API endpoint no longer handles dataset export process (#9075)

• GET /api/projects/id/annotations API endpoint no longer handles annotations export process (#9075)

• GET /api/projects/id/backup API endpoint no longer handles project export process (#9075)

• GET /api/tasks/id/dataset API endpoint no longer handles dataset export process (#9075)

• GET /api/tasks/id/annotations?format= API endpoint no longer handles annotations export process (#9075)

• GET /api/tasks/id/backup API endpoint no longer handles task export process (#9075)

• GET /api/jobs/id/dataset API endpoint no longer handles dataset export process (#9075)

• GET /api/jobs/id/annotations?format= API endpoint no longer handles annotations export process (#9075)

• Existing implementation of analytics reports (#9174)

Fixed

• Removed extra sliders on quality control page (#9168)

• Server returns a 404 status code with details instead of a 500 when cloud storage preview defined by a manifest cannot be downloaded (#9170)

• Broken styles on Consensus management page (#9178)

• [Helm] Fixed frontend deployment template issue that caused rendering to fail if additional volumes and volume mounts were defined. (#9181)

• Incorrect behavior of standard browser back button on the quality page (#9039)

• Fixed a 500 status code that could occur when listing requests by GET /api/requests (#9236)

• Memory usage optimization on backup import (#9227)

v2.31.0

Added

• [SDK] Auto-annotation detection functions can now output shape/keypoint attributes (#9090)

• [SDK] Added a utility module for working with label attributes, cvat_sdk.attributes (#9090)

• Simple merging for consensus-enabled tasks (#8953)

• A setting to display rectangles and ellipses dimensions and rotation (#9142)

Changed

• Hidden points in skeletons now also contribute to the skeleton similarity in quality computations and in consensus merging (#8953)

• SDK task.upload_data() can accept resources of the Path type when resource_type is REMOTE or SHARE (#9114)

Deprecated

• Utilizing PUT /api/tasks|jobs/id/annotations?rq_id=rq_id API endpoint to check the status of the import process (#9102)

Fixed

• 500 status code returned by API endpoints that support TUS OPTIONS requests (#9077)

• Possible race condition that could occur when importing annotations (#9102)

• Issue label scaling on image filter application (#9126)

• Invalid display of images in simple GT jobs (#9155)

• Related images in a simple GT jobs are displayed incorrectly (#9162)

v2.30.0

Added

• Gamma filter settings are now automatically saved and restored upon reload (#9032)

• Ability to customize api/sever/about endpoint via settings including logo and sign-in page subtitle (#9052)

Changed

• Client settings are now saved automatically (#9032)

Fixed

• [SDK] skeleton_label_spec now correctly forwards kwargs to PatchedLabelRequest (#9087)

• Error: Cannot read properties of undefined (reading 'width') that occurs when changing frames in a video-based GT job (#9095)

v2.29.0

Added

• Tasks created from cloud storage can be backed up now (#8972)

• [CLI] function create-native now sends the function's declared label types to the server (#9035)

Changed

• When invoking Nuclio functions, labels of type any can now be mapped to labels of all types except skeleton (#9050)

Fixed

• Fixed invalid server-side track interpolation in tasks with deleted frames (#9059)

v2.28.0

Added

• Support for managing Redis migrations (#8898)

Changed

• Updated limitation for minimal object size from 9px area to 1px in dimensions (#9055)

Fixed

• Invalid chunks and backups after honeypot updates in tasks with cloud storage data (#9010)

• In some cases effect of drag/resize may be reset implicitly for a user (#9053)

v2.27.0

Added

• Saving drawn shape on submit in single shape mode (#8807)

• An option to create tasks with consensus jobs (#8939)

• [SDK] The shapes output by auto-annotation functions are now checked for compatibility with the function's and the task's label specs (#9005)

• A threshold parameter to UI detector runner (#9011)

Changed

• DetectorFunctionSpec will now raise BadFunctionError if it detects any violations of the documented constraints on the labels (#9020)

Fixed

• Improved performance and memory utilization for quality reports in tasks with ellipses and masks (#8990)

• [Compose] An outdated version of Traefik is no longer used in deployments with HTTPS enabled (#9028)

v2.26.1

Added

• A button to copy a filename of the image into the clipboard (#8989)

Changed

• Changed location of events cache dir (#9015)

Removed

• [Helm] Removed disableDistinctCachePerService settings (#9008)

Fixed

• The backend now rejects invalid label types (#8980)

• [Helm] Impossible to download exported annotations (#9008)

v2.26.0

Added

• Setting TMP_FILE_OR_DIR_RETENTION_DAYS, which defines maximum retention period of a file or dir in temporary directory (#8804)

• Cron job to remove outdated files and directories from CVAT tmp directory (#8804)

• Ability to set Django's secret key using an environment variable (#8566)

Changed

• Export cache cleaning moved to a separate cron job (#8804)

• Improved UX of quality management page: better table layout, file name search, ability to download table as .csv (#8865)

• Enhanced MIL tracker. Optimized memory usage. Now it is runnable on many frames, and applicable to drawn rectangles. (#8942)

• The UI only displays one version for the whole client component, which is now aligned with the server version (#8948)

Fixed

• Fixed webhook worker not restarting after losing Redis connection (#8921)

• Fixed incorrect results being returned from lambda functions when all detected shapes have labels that aren't mapped (#8931)

• Optimized importing from cloud storage (#8930)

• A job cannot be opened if to remove an image with the latest keyframe of a track (#8952)

• A track will be interpolated incorrectly if to delete an image containing the object keyframe (#8951)

• Error: Cannot read properties of undefined (reading 'startPoints') when dragging an object (#8966)

• Extra shortcuts enabled from brush tools on views where not necessary (#8971)

• [Helm] Fixed Nuclio dashboard crashes when running in a cluster that doesn't use Docker (#8825)

• [SDK] cvat_sdk.auto_annotation.functions.torchvision_detection and torchvision_instance_segmentation no longer declare meaningless "N/A" labels (#8997)

Security

• Protected tracker functions against deserializing untrusted input (GHSA-wq36-mxf8-hv62)

v2.25.0

Added

• [CLI] Added commands for working with native functions (#8821)

• Ultralytics YOLO formats now support tracks (#8883)

Changed

• YOLOv8 formats renamed to Ultralytics YOLO formats (#8863)

• The match_empty_frames quality setting is changed to empty_is_annotated. The updated option includes any empty frames in the final metrics instead of only matching empty frames. This makes metrics such as Precision much more representative and useful. (#8888)

Fixed

• Changing rotation after export/import in Ultralytics YOLO Oriented Boxes format (#8891)

• Export to yolo formats if both Train and default dataset are present (#8884)

• Issue with deleting frames (#8872)

v2.24.0

Added

• [CLI] Added new commands: project create, project delete, project ls (#8787)

• [SDK] You can now use client.projects.remove_by_ids to remove multiple projects (#8787)

• Support for boolean parameters in annotations actions (#8798)

Changed

• Improved uniformity of validation frames distribution in honeypot tasks and random honeypot rerolls (#8776)

• [CLI] Switched to a new subcommand hierarchy; now CLI subcommands have the form cvat-cli <resource> <action> (#8787)

• [CLI] The output of the task create, task create-from-backup and project create commands is now just the created resource ID, making it machine-readable (#8833)

• /api/events can now be used to receive events from several sources (#8799)

Deprecated

• [CLI] All existing CLI commands of the form cvat-cli <action> are now deprecated. Use cvat-cli task <action> instead (#8787)

Removed

• Automatic calculation of quality reports in tasks (#8790)

Fixed

• Uploading a skeleton template in configurator does not work (#8822)

• Installation of YOLOv7 on GPU (#8824)

• [Server API] Significantly improved preformance of honeypot changes in tasks (#8789)

• [Server API] PATCH tasks/id/validation_layout responses now include correct disabled_frames and handle simultaneous updates of disabled_frames and honeypot frames correctly (#8789)

• Fixed handling of tracks keyframes from deleted frames on export (#8834)

• Exporting datasets could start significantly later than expected, both for 1 and several users in the same project/task/job (#8721)

• Scheduled RQ jobs could not be restarted due to incorrect RQ job status updating and handling (#8721)