v2.11.0

Added

• Added dataset:export and dataset:import events that are logged when the user initiates an export or import of a project, task or job (#7476)

Changed

• Now menus in the web interface are triggered by click, not by hover as before (#7431)

Removed

• Removed support for the TFRecord dataset format (#7416)

Fixed

• On quality page for a task, only the first page with jobs has quality report metrics (#7441)

• Side effects of data changes, such as the sending of webhooks, are no longer triggered until after the changes have been committed to the database (#7460, #7477)

v2.10.3

Changed

• The "message" field of the payload of send:exception events no longer includes a trailing linebreak (#7407)

• Annotation guide is opened automatically if not seen yet when the job is "new annotation" (#7410)

• Annotation guide will be opened automatically if this is specified in a link /tasks/<id>/jobs/<id>?openGuide (#7410)

• Reduced number of server requests, made by clients (#7446)

• Server exception rest_framework.exceptions.NotAuthenticated is not logged by analytics anymore (#7457)

Fixed

• Prevented zombie processes from accumulating in the Kvrocks container (#7412)

• Fix Redis exceptions crashing the /api/server/health/ endpoint (#7417)

• Unhandled exception "Cannot read properties of null (reading 'plot')" (#7422)

• Unhandled exception "Cannot read properties of undefined (reading 'toLowerCase')" (#7421)

v2.10.2

Changed

• Enhanced errors messaging for better perception by users (#7331)

Fixed

• Empty masks might be created with polygon-minus tool (#7295)

• Empty masks might be created as a result of removing underlying pixels (#7295)

• Fixed excessive memory usage when exporting a project with multiple video tasks (#7374)

• OpenCV tracker MIL works one frame behind (#7399)

v2.10.1

Changed

• KeyDB used as data cache replaced by Kvrocks (#7339)

Fixed

• 504 Timeout error when exporting resources to cloud storage (#7317)

• Enqueuing deferred jobs when their dependencies have been started -> cancelled -> restarted -> finished (#7317)

• UI failed when open context menu for a skeleton element on a frame with a conflict (#7362)

• Issue can not be created for a skeleton element in review mode (#7362)

v2.10.0

Changed

• When the ORG_INVITATION_CONFIRM setting is enabled, organization invitations for existing users are no longer accepted automatically. Instead, the invitee can now review the invitation and choose to accept or decline it. (#7138)

• [Compose, Helm] Updated Clickhouse to version 23.11.* (#7268)

• Job queues are now stored in a dedicated Redis instance (#7245)

Removed

• PermissionDenied error thrown before OPA call in case if user is not a member of organization (#7259)

Fixed

• Can not input Chinese correctly in text attributes on objects sidebar (#6916)

• Restored Compose file compatibility with Docker Compose 2.17.0 and earlier (#7170)

• Attaching GCS and AWS S3 buckets with dots in name (#7227)

• Annotation actions are applied to the objects from a ground truth job (#7281)

• Ground truth objects removed together with annotation objects when press "Remove annotations" in menu (#7281)

• Frame search by a filter is affected by ground truth annotations (#7281)

• Creating duplicating annotations when nginx throws 504 timeout status (workaround) (#7286)

• TIFF images are saved as JPEG images with .tif extension in original chunks (#7100)

• EXIF rotated TIFF images are handled incorrectly (#7100)

• RQ Scheduler launch, broken in PR 7245 (#7293)

• UI crashes if user highligts conflict related to annotations hidden by a filter (#7299)

• Annotations conflicts are not highligted properly on the first frame of a job (#7299)

• Error message Edge's nodeFrom ${dataNodeFrom} or nodeTo ${dataNodeTo} do not to refer to any node when upload a file with some abscent skeleton nodes (#7302)

• Wrong context menu position in skeleton configurator (Firefox only) (#7302)

• Fixed console error (Error: <rect> attribute width: A negative value is not valid appearing when skeleton with all outside elements is created (#7302)

• Updating cloud storage attached to CVAT using Azure connection string (#7336)

v2.9.2

Added

• Introduced CVAT actions. Actions allow performing different predefined scenarios on annotations automatically (e.g. shape converters) (#7172)

• The UI will now retry requests that were rejected due to rate limiting (#7216)

Changed

• Update nvidia/cuda image version from 11.7.0 to 11.7.1 in transt serverless function. (#7124)

• [Helm] Allow pre-release versions in kubernetes requirement to include AWS EKS versions (#7183)

• GPU versions of serverless functions now use the latest-gpu Docker tag rather than latest (#7215)

• [Compose, Helm] Downgraded KeyDB to 6.3.2 (#7236)

Fixed

• The GPU version of the YOLOv7 serverless function not actually using the GPU (#6940)

• It is now possible to create Ground Truth jobs containing all frames in the task (#7126)

• Incorrect Ground Truth chunks saving (#7126)

• Reset source/target storage if related cloud storage has been deleted (#6801)

• Prevent possible cyclic dependencies when enqueuing a rq job when ONE_RUNNING_JOB_IN_QUEUE_PER_USER is used (#7139)

• Enqueue deferred jobs when their dependencies are moved to the failed job registry due to AbandonedJobError (#7139)

• Reduce the number of requests to the server for task details (#7167)

• Shape settings opacity and selected opacity reset on each frame change (#7186)

• Server error in list quality settings API, when called in an org (#7190)

• Incorrect handling of the hidden points in skeletons in quality comparisons (#7191)

• [Helm] Fixed installing Traefik Middleware even if Traefik is disabled in the values (#7184)

• Error code 500 when send change:frame event without duration. (#7211)

• Added workaround for corrupted cached chunks (#7243, #7251)

v2.9.1

This release has changes only in the Enterprise version.

v2.9.0

Added

• CVAT now supports serverless Nuclio functions that return skeleton annotations. We've added a keypoint detector that supports skeletons for the following classes: body, head, foot, and hands. Deployment command: ./deploy_cpu.sh pytorch/mmpose/hrnet32/nuclio/ (#7033)

• Implemented a feature that allows slicing one polygon/mask shape into two parts (#7084)

• Implemented a feature that allows joining several masks into a single one (#7084)

• [Helm] Introduced values that apply to all backend deployments/jobs (#7148)

Changed

• The "use cache" option on the server is now ignored when creating a task with cloud storage data (#7087)

• The Docker Compose file and Helm chart have been updated to enable Traefik access logs by default and change the log format to JSON (#7109)

• [Helm] The PersistentVolumeClaim for the volume used to hold application data is now retained after uninstall (#7123)

• [Helm] All backend-related deployments now use cvat-app as the value for the app label (#7127)

• [Helm] The minimum compatible Kubernetes version is now 1.19.0 (#7132)

• [Helm] The CVAT hostname can now be configured with ingress.hostname option (#7132)

• [Helm] The ingress.tls configuration has been reworked. (#7132)

• [Helm] The Traefik subchart updated to 25.0.0 (appVersion v2.10.5) (#7132)

• [Docker Compose] Traefik updated to v2.10.* (#7150)

Removed

• Support for V1 cloudstorages/id/content endpoint (#6946)

• [Helm] ingress.hosts has been removed, use ingress.hostname instead. (#7132)

Fixed

• Fixed a data race condition during GT job creation (#7096)

• Resolved an issue where the job state could not be changed multiple times without reloading the annotation view (#7158)

• Corrected an issue where compressed chunks did not utilize the Exif rotation tag (#7162)

• Minor styling issues on empty models page (#7164)

• Fixed minor issue when brush marker is appended to a final mask (#7168)

v2.8.2

Fixed

• OpenCV runtime initialization (#7101)

v2.8.1

Added

• Support for default bucket prefix (#6943)

• Search for cloud storage and share files (#6943)

• Ability to limit one user to one task at a time (#6975)

• Support for using an external database in a Docker Compose-based deployment (#7055)

Changed

• Migrated to rq 1.15.1 (#6975)

• Compressed sequental change:frame events into one (#7048)

• Create a local session for AWS S3 client instead of using the default global one (#7067)

• Improved performance of chunk preparation when creating tasks (#7081)

Fixed

• Race condition in a task data upload request, which may lead to problems with task creation in some specific cases, such as multiple identical data requests at the same time (#7025)

• Bug with viewing dependent RQ jobs for downloading resources from cloud storage when file path contains sub-directories. This is relevant for admins that can view detailed information about RQ queues. (#6975)

• OpenCV.js memory leak with TrackerMIL (#7032)

• Can't deploy detectron serverless function (#7047)

• A mask becomes visible even if hidden after changing opacity level (#7060)

• There is no switcher to personal workspace if an organization request failed (#7063)