CHANGELOG.md

Changelog

All notable changes to this project will be documented in this file.

The format is based on Keep a Changelog, and this project adheres to Semantic Versioning.

[2.4.0] - Unreleased

Added

• [SDK] An arg to wait for data processing in the task data uploading function (cvat-ai#5502)
• Filename pattern to simplify uploading cloud storage data for a task (cvat-ai#5498, cvat-ai#5525)
• [SDK] Configuration setting to change the dataset cache directory (cvat-ai#5535)
• [SDK] Class to represent a project as a PyTorch dataset (cvat-ai#5523)
• Grid view and multiple context images supported (cvat-ai#5542)
• Interpolation is now supported for 3D cuboids. Tracks can be exported/imported to/from Datumaro and Sly Pointcloud formats (cvat-ai#5629)
• Support for custom file to job splits in tasks (server API & SDK only) (cvat-ai#5536)
• [SDK] A PyTorch adapter setting to disable cache updates (cvat-ai#5549)
• YOLO v7 serverless feature added using ONNX backend (cvat-ai#5552)
• Cypress test for social account authentication (cvat-ai#5444)
• Dummy github and google authentication servers (cvat-ai#5444)
• [Server API] Simple filters for object collection endpoints (cvat-ai#5575)
• Analytics based on Clickhouse, Vector and Grafana instead of the ELK stack (cvat-ai#5646)
• [SDK] High-level API for working with organizations (cvat-ai#5718)

Changed

• The Docker Compose files now use the Compose Specification version of the format. This version is supported by Docker Compose 1.27.0+ (cvat-ai#5524).
• [SDK] The resource_type args now have the default value of local in task creation functions. The corresponding arguments are keyword-only now. (cvat-ai#5502)
• [Server API] Added missing pagination or pagination parameters in /jobs/{id}/commits, /organizations (cvat-ai#5557)
• Windows Installation Instructions adjusted to work around nuclio/nuclio#1821
• The contour detection function for semantic segmentation (cvat-ai#4665)
• Delete newline character when generating a webhook signature (cvat-ai#5622)
• DL models UI (cvat-ai#5635)
• [Server API], [SDK] Arbitrary-sized collections in endpoints: /api/projects/{id}.tasks, /api/tasks/{id}.segments, /api/jobs/{id}.issues, /api/issues/{id}.comments, /api/projects | tasks | jobs/{id}.labels (cvat-ai#5662)
• Hide analytics link from non-admin users (cvat-ai#5789)
• Hide notifications on login/logout/register (cvat-ai#5788)

Deprecated

• TBD

Removed

• [Server API] Endpoints with collections are removed in favor of their full variants /project/{id}/tasks, /tasks/{id}/jobs, /jobs/{id}/issues, /issues/{id}/comments. Corresponding fields are added or changed to provide a link to the child collection in /projects/{id}, /tasks/{id}, /jobs/{id}, /issues/{id} (cvat-ai#5575)
• Limit on the maximum number of manifest files that can be added for cloud storage (cvat-ai#5660)

Fixed

• Helm: Empty password for Redis (cvat-ai#5520)
• Fixed HRNet serverless function runtime error on images with alpha channel (cvat-ai#5570)
• Preview & chunk cache settings are ignored (cvat-ai#5569)
• Export annotations to Azure container (cvat-ai#5596)
• Fix the type of the credentials parameter of make_client from the Python SDK
• Reduced number of noisy information on ortho views for 3D canvas (cvat-ai#5608)
• Clean up disk space after a project is removed (cvat-ai#5632, cvat-ai#5752)
• Submit button is locked while file is not selected when importing a dataset (cvat-ai#5757)
• [Server API] Various errors in the generated schema (cvat-ai#5575)
• Fixed freezing browser when request a job by NaN id (cvat-ai#5763)
• SiamMask and TransT serverless functions (cvat-ai#5658)
• Сreating a project or task with the same labels (cvat-ai#5700)
• [Server API] Ability to rename label to an existing name (cvat-ai#5662)
• Missing CVAT_BASE_URL in docker-compose.yml (cvat-ai#5792)

Security

• Fixed vulnerability with social authentication (cvat-ai#5521)

[2.3.0] - 2022-12-22

Added

• SDK section in docs (cvat-ai#4928)
• An option to enable or disable host certificate checking in CLI (cvat-ai#4928)
• REST API tests with skeletons (cvat-ai#4987)
• Host schema auto-detection in SDK (cvat-ai#4910)
• Server compatibility checks in SDK (cvat-ai#4935)
• Objects sorting option in the sidebar, by z order. Additional visualization when the sorting is applied (cvat-ai#5145)
• Added YOLOv5 serverless function NVIDIA GPU support (cvat-ai#4960)
• Mask tools are supported now (brush, eraser, polygon-plus, polygon-minus, returning masks from online detectors & interactors) (cvat-ai#4543)
• Added Webhooks (cvat-ai#4863)
• Authentication with social accounts google & github (cvat-ai#5147, cvat-ai#5181, cvat-ai#5295)
• REST API tests to export job datasets & annotations and validate their structure (cvat-ai#5160)
• Propagation backward on UI (cvat-ai#5355)
• Keyboard shortcut to delete a frame (Alt + Del) (cvat-ai#5369)
• A PyTorch dataset adapter layer in the SDK (cvat-ai#5417)
• A way to debug the server deployed with Docker (cvat-ai#5327)

Changed

• api/docs, api/swagger, api/schema, server/about endpoints now allow unauthorized access (cvat-ai#4928, cvat-ai#4935)
• 3D canvas now can be dragged in IDLE mode (cvat-ai#5385)
• Datumaro version is upgraded to 0.3 (dev) (cvat-ai#4984)
• Allowed trailing slashes in the SDK host address (cvat-ai#5057)
• Adjusted initial camera position, enabled 'Reset zoom' option for 3D canvas (cvat-ai#5395)
• Enabled authentication via email (cvat-ai#5037)
• Unify error handling with the cloud storage (cvat-ai#5389)
• In the SDK, functions taking paths as strings now also accept path-like objects (cvat-ai#5435)

Removed

• The --https option of CLI (cvat-ai#4910)

Fixed

• Significantly optimized access to DB for api/jobs, api/tasks, and api/projects.
• Removed a possibly duplicated encodeURI() calls in server-proxy.ts to prevent doubly encoding non-ascii paths while adding files from "Connected file share" (issue #4428)
• Removed unnecessary volumes defined in docker-compose.serverless.yml (cvat-ai#4659)
• Added support for Image files that use the PIL.Image.mode 'I;16'
• Project import/export with skeletons (cvat-ai#4867, cvat-ai#5004)
• Shape color is not changed on canvas after changing a label (cvat-ai#5045)
• Unstable e2e restore tests (cvat-ai#5010)
• IOG and f-BRS serverless function (cvat-ai#5039)
• Invisible label item in label constructor when label color background is white, or close to it (cvat-ai#5041)
• Fixed cvat-core ESlint problems (cvat-ai#5027)
• Fixed task creation with non-local files via the SDK/CLI (cvat-ai#4962)
• HRNET serverless function (cvat-ai#4944)
• Invalid export of segmentation masks when the background label gets nonzero id (cvat-ai#5056)
• A trailing slash in hostname doesn't allow SDK to send some requests (cvat-ai#5057)
• Double modal export/backup a task/project (cvat-ai#5075)
• Fixed bug of computing Job's unsolved/resolved issues numbers (cvat-ai#5101)
• Dataset export for job (cvat-ai#5052)
• Angle is not propagated when use propagate feature (cvat-ai#5139)
• Could not fetch task in a corner case (cvat-ai#5163)
• Restoring CVAT in case of React-renderning fail (cvat-ai#5134)
• Deleted frames become restored if a user deletes frames from another job of the same task (cvat-ai#5138)
• Wrong issue position when create a quick issue on a rotated shape (cvat-ai#5162)
• Extra rerenders of different pages with each click (cvat-ai#5178)
• Skeleton points exported out of order in the COCO Keypoints format (cvat-ai#5048)
• PASCAL VOC 1.1 can't import dataset (cvat-ai#4647)
• Changing an object causes current z layer to be set to the maximum (cvat-ai#5145)
• Job assignee can not resolve an issue (cvat-ai#5167)
• Create manifest with cvat/server docker container command (cvat-ai#5172)
• Cannot assign a resource to a user who has an organization (cvat-ai#5218)
• Logs and annotations are not saved when logout from a job page (cvat-ai#5266)
• Added "type" field for all the labels, allows to reduce number of controls on annotation view (cvat-ai#5273)
• Occluded not applied on canvas instantly for a skeleton elements (cvat-ai#5259)
• Oriented bounding boxes broken with COCO format ss(cvat-ai#5219)
• Can't dump annotations with objects type is track from several jobs (cvat-ai#5250)
• Fixed upload resumption in production environments (cvat-ai#4839)
• Fixed job exporting (cvat-ai#5282)
• Visibility and ignored information fail to be loaded (MOT dataset format) (cvat-ai#5270)
• Added force logout on CVAT app start if token is missing (cvat-ai#5331)
• Drawing issues on 3D canvas (cvat-ai#5410)
• Missed token with using social account authentication (cvat-ai#5344)
• Redundant writing of skeleton annotations (CVAT for images) (cvat-ai#5387)
• The same object on 3D scene or null selected each click (PERFORMANCE) (cvat-ai#5411)
• An exception when run export for an empty task (cvat-ai#5396)
• Fixed FBRS serverless function runtime error on images with alpha channel (cvat-ai#5384)
• Attaching manifest with custom name (cvat-ai#5377)
• Uploading non-zip annotation files (cvat-ai#5386)
• Loss of rotation in CVAT format (cvat-ai#5407)
• A permission problem with interactive model launches for workers in orgs (cvat-ai#4996)
• Fix chart not being upgradable (cvat-ai#5371)
• Broken helm chart - if using custom release name (cvat-ai#5403)
• Missing source tag in project annotations (cvat-ai#5408)
• Creating a task with a Git repository via the SDK (cvat-ai#4365)
• Queries via the low-level API using the multipart/form-data Content-Type with string fields (cvat-ai#5479)

Security

• Project.import_dataset not waiting for completion correctly (cvat-ai#5459)

[2.2.0] - 2022-09-12

Added

• Added ability to delete frames from a job based on (cvat-ai#4194)
• Support of attributes returned by serverless functions based on (cvat-ai#4506)
• Project/task backups uploading via chunk uploads
• Fixed UX bug when jobs pagination is reset after changing a job
• Progressbars in CLI for file uploading and downloading
• utils/cli changed to cvat-cli package
• Support custom file name for backup
• Possibility to display tags on frame
• Support source and target storages (server part)
• Tests for import/export annotation, dataset, backup from/to cloud storage
• Added Python SDK package (cvat-sdk) (cvat-ai#4813)
• Previews for jobs
• Documentation for LDAP authentication (cvat-ai#39)
• OpenCV.js caching and autoload (cvat-ai#30)
• Publishing dev version of CVAT docker images (cvat-ai#53)
• Support of Human Pose Estimation, Facial Landmarks (and similar) use-cases, new shape type: Skeleton (cvat-ai#1), (cvat-ai#4829)
• Added helm chart support for serverless functions and analytics (cvat-ai#110)
• Added confirmation when remove a track (cvat-ai#4846)
• COCO Keypoints format support (cvat-ai#4821, cvat-ai#4908)
• Support for Oracle OCI Buckets (cvat-ai#4876)
• cvat-sdk and cvat-cli packages on PyPI (cvat-ai#4903)
• UI part for source and target storages (cvat-ai#4842)
• Backup import/export modals (cvat-ai#4842)
• Annotations import modal (cvat-ai#4842)

Changed

• Bumped nuclio version to 1.8.14
• Simplified running REST API tests. Extended CI-nightly workflow
• REST API tests are partially moved to Python SDK (users, projects, tasks, issues)
• cvat-ui: Improve UI/UX on label, create task and create project forms (cvat-ai#7)
• Removed link to OpenVINO documentation (cvat-ai#35)
• Clarified meaning of chunking for videos

Fixed

• Task creation progressbar bug
• Removed Python dependency open3d which brought different issues to the building process
• Analytics not accessible when https is enabled
• Dataset import in an organization
• Updated minimist npm package to v1.2.6
• Request Status Code 500 "StopIteration" when exporting dataset
• Generated OpenAPI schema for several endpoints
• Annotation window might have top offset if try to move a locked object
• Image search in cloud storage (cvat-ai#8)
• Reset password functionality (cvat-ai#52)
• Creating task with cloud storage data (cvat-ai#116)
• Show empty tasks (cvat-ai#100)
• Fixed project filtration (cvat-ai#4878)
• Maximum callstack exceed when create task with 100000+ files from cloud storage (cvat-ai#4836)
• Fixed invocation of serverless functions (cvat-ai#4907)
• Removing label attributes (cvat-ai#4927)
• Notification with a required manifest file (cvat-ai#4921)

[2.1.0] - 2022-04-08

Added

• Task annotations importing via chunk uploads (cvat-ai#4327)
• Advanced filtration and sorting for a list of tasks/projects/cloudstorages (cvat-ai#4403)
• Project dataset importing via chunk uploads (cvat-ai#4485)
• Support paginated list for job commits (cvat-ai#4482)

Changed

• Added missing geos dependency into Dockerfile (cvat-ai#4451)
• Improved helm chart readme (cvat-ai#4366)
• Added helm chart support for CVAT 2.X and made ingress compatible with Kubernetes >=1.22 (cvat-ai#4448)

Fixed

• Permission error occurred when accessing the JobCommits (cvat-ai#4435)
• job assignee can remove or update any issue created by the task owner (cvat-ai#4436)
• Bug: Incorrect point deletion with keyboard shortcut (cvat-ai#4420)
• some AI Tools were not sending responses properly (cvat-ai#4432)
• Unable to upload annotations (cvat-ai#4513)
• Fix build dependencies for Siammask (cvat-ai#4486)
• Bug: Exif orientation information handled incorrectly (cvat-ai#4529)
• Fixed build of retinanet function image (cvat-ai#54)
• Dataset import for Datumaro, KITTI and VGGFace2 formats (cvat-ai#4544)
• Bug: Import dataset of Imagenet format fail (cvat-ai#4850)

[2.0.0] - 2022-03-04

Added

• Handle attributes coming from nuclio detectors (cvat-ai#3917)
• Add additional environment variables for Nuclio configuration (cvat-ai#3894)
• Add KITTI segmentation and detection format (cvat-ai#3757)
• Add LFW format (cvat-ai#3770)
• Add Cityscapes format (cvat-ai#3758)
• Add Open Images V6 format (cvat-ai#3679)
• Rotated bounding boxes (cvat-ai#3832)
• Player option: Smooth image when zoom-in, enabled by default (cvat-ai#3933)
• Google Cloud Storage support in UI (cvat-ai#3919)
• Add project tasks pagination (cvat-ai#3910)
• Add remove issue button (cvat-ai#3952)
• Data sorting option (cvat-ai#3937)
• Options to change font size & position of text labels on the canvas (cvat-ai#3972)
• Add "tag" return type for automatic annotation in Nuclio (cvat-ai#3896)
• Helm chart: Make user-data-permission-fix optional (cvat-ai#3994)
• Advanced identity access management system, using open policy agent (cvat-ai#3788)
• Organizations to create "shared space" for different groups of users (cvat-ai#3788)
• Dataset importing to a project (cvat-ai#3790)
• User is able to customize information that text labels show (cvat-ai#4029)
• Support for uploading manifest with any name (cvat-ai#4041)
• Added information about OpenVINO toolkit to login page (cvat-ai#4077)
• Support for working with ellipses (cvat-ai#4062)
• Add several flags to task creation CLI (cvat-ai#4119)
• Add YOLOv5 serverless function for automatic annotation (cvat-ai#4178)
• Add possibility to change git repository and git export format from already created task (cvat-ai#3886)
• Basic page with jobs list, basic filtration to this list (cvat-ai#4258)
• Added OpenCV.js TrackerMIL as tracking tool (cvat-ai#4200)
• Ability to continue working from the latest frame where an annotator was before (cvat-ai#4297)
• GET /api/jobs/<id>/commits was implemented (cvat-ai#4368)
• Advanced filtration and sorting for a list of jobs (cvat-ai#4319)

Changed

• Users don't have access to a task object anymore if they are assigned only on some jobs of the task (cvat-ai#3788)
• Different resources (tasks, projects) are not visible anymore for all CVAT instance users by default (cvat-ai#3788)
• API versioning scheme: using accept header versioning instead of namespace versioning (cvat-ai#4239)
• Replaced 'django_sendfile' with 'django_sendfile2' (cvat-ai#4267)
• Use drf-spectacular instead of drf-yasg for swagger documentation (cvat-ai#4210)
• Update development-environment manual to work under MacOS, supported Mac with Apple Silicon (cvat-ai#4414)

Deprecated

• Job field "status" is not used in UI anymore, but it has not been removed from the database yet (cvat-ai#3788)

Removed

• Review rating, reviewer field from the job instance (use assignee field together with stage field instead) (cvat-ai#3788)
• Training django app (cvat-ai#4330)
• v1 api version support (cvat-ai#4332)

Fixed

• Fixed Interaction handler keyboard handlers (cvat-ai#3881)
• Points of invisible shapes are visible in autobordering (cvat-ai#3931)
• Order of the label attributes in the object item details(cvat-ai#3945)
• Order of labels in tasks and projects (cvat-ai#3987)
• Fixed task creating with large files via webpage (cvat-ai#3692)
• Added information to export CVAT_HOST when performing local installation for accessing over network (cvat-ai#4014)
• Fixed possible color collisions in the generated colormap (cvat-ai#4007)
• Original pdf file is deleted when using share (cvat-ai#3967)
• Order in an annotation file(cvat-ai#4087)
• Fixed task data upload progressbar (cvat-ai#4134)
• Email in org invitations is case sensitive (cvat-ai#4153)
• Caching for tasks and jobs can lead to an exception if its assignee user is removed (cvat-ai#4165)
• Added intelligent function when paste labels to another task (cvat-ai#4161)
• Uncaught TypeError: this.el.node.getScreenCTM() is null in Firefox (cvat-ai#4175)
• Bug: canvas is busy when start playing, start resizing a shape and do not release the mouse cursor (cvat-ai#4151)
• Bug: could not receive frame N. TypeError: Cannot read properties of undefined (reding "filename") (cvat-ai#4187)
• Cannot choose a dataset format for a linked repository if a task type is annotation (cvat-ai#4203)
• Fixed tus upload error over https (cvat-ai#4154)
• Issues disappear when rescale a browser (cvat-ai#4189)
• Auth token key is not returned when registering without email verification (cvat-ai#4092)
• Error in create project from backup for standard 3D annotation (cvat-ai#4160)
• Annotations search does not work correctly in some corner cases (when use complex properties with width, height) (cvat-ai#4198)
• Kibana requests are not proxied due to django-revproxy incompatibility with Django >3.2.x (cvat-ai#4085)
• Content type for getting frame with tasks/{id}/data/ endpoint (cvat-ai#4333)
• Bug: Permission error occurred when accessing the comments of a specific issue (cvat-ai#4416)

Security

• Updated ELK to 6.8.23 which uses log4j 2.17.1 (cvat-ai#4206)
• Added validation for URLs which used as remote data source (cvat-ai#4387)

[1.7.0] - 2021-11-15

Added

• cvat-ui: support cloud storages (cvat-ai#3372)
• interactor: add HRNet interactive segmentation serverless function (cvat-ai#3740)
• Added GPU implementation for SiamMask, reworked tracking approach (cvat-ai#3571)
• Progress bar for manifest creating (cvat-ai#3712)
• IAM: Open Policy Agent integration (cvat-ai#3788)
• Add a tutorial on attaching cloud storage AWS-S3 (cvat-ai#3745) and Azure Blob Container (cvat-ai#3778)
• The feature to remove annotations in a specified range of frames (cvat-ai#3617)
• Project backup/restore (cvat-ai#3852)

Changed

• UI tracking has been reworked (cvat-ai#3571)
• Updated Django till 3.2.7 (automatic AppConfig discovery)
• Manifest generation: Reduce creating time (cvat-ai#3712)
• Migration from NPM 6 to NPM 7 (cvat-ai#3773)
• Update Datumaro dependency to 0.2.0 (cvat-ai#3813)

Fixed

• Fixed JSON transform issues in network requests (cvat-ai#3706)
• Display a more user-friendly exception message (cvat-ai#3721)
• Exception DataCloneError: The object could not be cloned (cvat-ai#3733)
• Fixed extension comparison in task frames CLI (cvat-ai#3674)
• Incorrect work when copy job list with "Copy" button (cvat-ai#3749)
• Iterating over manifest (cvat-ai#3792)
• Manifest removing (cvat-ai#3791)
• Fixed project updated date (cvat-ai#3814)
• Fixed dextr deployment (cvat-ai#3820)
• Migration of dataset_repo application (cvat-ai#3827)
• Helm settings for external psql database were unused by backend (cvat-ai#3779)
• Updated WSL setup for development (cvat-ai#3828)
• Helm chart config (cvat-ai#3784)

Security

• Fix security issues on the documentation website unsafe use of target blank and potential clickjacking on legacy browsers (cvat-ai#3789)

[1.6.0] - 2021-09-17

Added

• Added ability to import data from share with cli without copying the data (cvat-ai#2862)
• Notification if the browser does not support necessary API
• Added ability to export project as a dataset (cvat-ai#3365) and project with 3D tasks (cvat-ai#3502)
• Additional inline tips in interactors with demo gifs (cvat-ai#3473)
• Added intelligent scissors blocking feature (cvat-ai#3510)
• Support cloud storage status (cvat-ai#3386)
• Support cloud storage preview (cvat-ai#3386)
• cvat-core: support cloud storages (cvat-ai#3313)

Changed

• Non-blocking UI when using interactors (cvat-ai#3473)
• "Selected opacity" slider now defines opacity level for shapes being drawnSelected opacity (cvat-ai#3473)
• Cloud storage creating and updating (cvat-ai#3386)
• Way of working with cloud storage content (cvat-ai#3386)

Removed

• Support TEMP_KEY_SECRET_KEY_TOKEN_SET for AWS S3 cloud storage (cvat-ai#3386)

Fixed

• Fixed multiple tasks moving (cvat-ai#3517)
• Fixed task creating CLI parameter (cvat-ai#3519)
• Fixed import for MOTS format (cvat-ai#3612)

[1.5.0] - 2021-08-02

Added

• Support of context images for 2D image tasks (cvat-ai#3122)
• Support of cloud storage without copying data into CVAT: server part (cvat-ai#2620)
• Filter is_active for user list (cvat-ai#3235)
• Ability to export/import tasks (cvat-ai#3056)
• Add a tutorial for semi-automatic/automatic annotation (cvat-ai#3124)
• Explicit "Done" button when drawing any polyshapes (cvat-ai#3417)
• Histogram equalization with OpenCV javascript (cvat-ai#3447)
• Client-side polyshapes approximation when using semi-automatic interactors & scissors (cvat-ai#3450)
• Support of Google Cloud Storage for cloud storage (cvat-ai#3561)

Changed

• Updated manifest format, added meta with related images (cvat-ai#3122)
• Update of COCO format documentation (cvat-ai#3197)
• Updated Webpack Dev Server config to add proxy (cvat-ai#3368)
• Update to Django 3.1.12 (cvat-ai#3378)
• Updated visibility for removable points in AI tools (cvat-ai#3417)
• Updated UI handling for IOG serverless function (cvat-ai#3417)
• Changed Nginx proxy to Traefik in docker-compose.yml (cvat-ai#3409)
• Simplify the process of deploying CVAT with HTTPS (cvat-ai#3409)

Fixed

• Project page requests took a long time and did many DB queries (cvat-ai#3223)
• Fixed Python 3.6 support (cvat-ai#3258)
• Incorrect attribute import in tracks (cvat-ai#3229)
• Issue "is not a constructor" when create object, save, undo, save, redo save (cvat-ai#3292)
• Fix CLI create an infinite loop if git repository responds with failure (cvat-ai#3267)
• Bug with sidebar & fullscreen (cvat-ai#3289)
• 504 Gateway Time-out on data/meta requests (cvat-ai#3269)
• TypeError: Cannot read property 'clientX' of undefined when draw cuboids with hotkeys (cvat-ai#3308)
• Duplication of the cuboids when redraw them (cvat-ai#3308)
• Some code issues in Deep Extreme Cut handler code (cvat-ai#3325)
• UI fails when inactive user is assigned to a task/job (cvat-ai#3343)
• Calculate precise progress of decoding a video file (cvat-ai#3381)
• Falsely successful cvat_ui image build in case of OOM error that leads to the default nginx welcome page (cvat-ai#3379)
• Fixed issue when save filtered object in AAM (cvat-ai#3401)
• Context image disappears after undo/redo (cvat-ai#3416)
• Using combined data sources (directory and image) when create a task (cvat-ai#3424)
• Creating task with labels in project (cvat-ai#3454)
• Move task and autoannotation modals were invisible from project page (cvat-ai#3475)

[1.4.0] - 2021-05-18

Added

• Documentation on mask annotation (cvat-ai#3044)
• Hotkeys to switch a label of existing object or to change default label (for objects created with N) (cvat-ai#3070)
• A script to convert some kinds of DICOM files to regular images (cvat-ai#3095)
• Helm chart prototype (cvat-ai#3102)
• Initial implementation of moving tasks between projects (cvat-ai#3164)

Changed

• Place of migration logger initialization (cvat-ai#3170)

Removed

• Kubernetes templates from (cvat-ai#1962) due to helm charts (cvat-ai#3171)

Fixed

• Export of instance masks with holes (cvat-ai#3044)
• Changing a label on canvas does not work when 'Show object details' enabled (cvat-ai#3084)
• Make sure frame unzip web worker correctly terminates after unzipping all images in a requested chunk (cvat-ai#3096)
• Reset password link was unavailable before login (cvat-ai#3140)
• Manifest: migration (cvat-ai#3146)
• Fixed cropping polygon in some corner cases (cvat-ai#3184)

[1.3.0] - 3/31/2021

Added

• CLI: Add support for saving annotations in a git repository when creating a task.
• CVAT-3D: support lidar data on the server side (cvat-ai#2534)
• GPU support for Mask-RCNN and improvement in its deployment time (cvat-ai#2714)
• CVAT-3D: Load all frames corresponding to the job instance (cvat-ai#2645)
• Intelligent scissors with OpenCV javascript (cvat-ai#2689)
• CVAT-3D: Visualize 3D point cloud spaces in 3D View, Top View Side View and Front View (cvat-ai#2768)
• Inside Outside Guidance serverless function for interactive segmentation
• Pre-built cvat_server and cvat_ui images were published on DockerHub (cvat-ai#2766)
• Project task subsets (cvat-ai#2774)
• Kubernetes templates and guide for their deployment (cvat-ai#1962)
• WiderFace format support (cvat-ai#2864)
• VGGFace2 format support (cvat-ai#2865)
• Backup/Restore guide (cvat-ai#2964)
• Label deletion from tasks and projects (cvat-ai#2881)
• CVAT-3D: Implemented initial cuboid placement in 3D View and select cuboid in Top, Side and Front views (cvat-ai#2891)
• Market-1501 format support (cvat-ai#2869)
• Ability of upload manifest for dataset with images (cvat-ai#2763)
• Annotations filters UI using react-awesome-query-builder (cvat-ai#1418)
• Storing settings in local storage to keep them between browser sessions (cvat-ai#3017)
• ICDAR format support (cvat-ai#2866)
• Added switcher to maintain polygon crop behavior (cvat-ai#3021
• Filters and sorting options for job list, added tooltip for tasks filters (cvat-ai#3030)

Changed

• CLI - task list now returns a list of current tasks. (cvat-ai#2863)
• Updated HTTPS install README section (cleanup and described more robust deploy)
• Logstash is improved for using with configurable elasticsearch outputs (cvat-ai#2531)
• Bumped nuclio version to 1.5.16 (cvat-ai#2578)
• All methods for interactive segmentation accept negative points as well
• Persistent queue added to logstash (cvat-ai#2744)
• Improved maintenance of popups visibility (cvat-ai#2809)
• Image visualizations settings on canvas for faster access (cvat-ai#2872)
• Better scale management of left panel when screen is too small (cvat-ai#2880)
• Improved error messages for annotation import (cvat-ai#2935)
• Using manifest support instead video meta information and dummy chunks (cvat-ai#2763)

Fixed

• More robust execution of nuclio GPU functions by limiting the GPU memory consumption per worker (cvat-ai#2714)
• Kibana startup initialization (cvat-ai#2659)
• The cursor jumps to the end of the line when renaming a task (cvat-ai#2669)
• SSLCertVerificationError when remote source is used (cvat-ai#2683)
• Fixed filters select overflow (cvat-ai#2614)
• Fixed tasks in project auto annotation (cvat-ai#2725)
• Cuboids are missed in annotations statistics (cvat-ai#2704)
• The list of files attached to the task is not displayed (cvat-ai#2706)
• A couple of css-related issues (top bar disappear, wrong arrow position on collapse elements) (cvat-ai#2736)
• Issue with point region doesn't work in Firefox (cvat-ai#2727)
• Fixed cuboid perspective change (cvat-ai#2733)
• Annotation page popups (ai tools, drawing) reset state after detecting, tracking, drawing (cvat-ai#2780)
• Polygon editing using trailing point (cvat-ai#2808)
• Updated the path to python for DL models inside automatic annotation documentation (cvat-ai#2847)
• Fixed of receiving function variable (cvat-ai#2860)
• Shortcuts with CAPSLOCK enabled and with non-US languages activated (cvat-ai#2872)
• Prevented creating several issues for the same object (cvat-ai#2868)
• Fixed label editor name field validator (cvat-ai#2879)
• An error about track shapes outside of the task frames during export (cvat-ai#2890)
• Fixed project search field updating (cvat-ai#2901)
• Fixed export error when invalid polygons are present in overlapping frames (cvat-ai#2852)
• Fixed image quality option for tasks created from images (cvat-ai#2963)
• Incorrect text on the warning when specifying an incorrect link to the issue tracker (cvat-ai#2971)
• Updating label attributes when label contains number attributes (cvat-ai#2969)
• Crop a polygon if its points are outside the bounds of the image (cvat-ai#3025)

[1.2.0] - 2021-01-08

Fixed

• Memory consumption for the task creation process (cvat-ai#2582)
• Frame preloading (cvat-ai#2608)
• Project cannot be removed from the project page (cvat-ai#2626)

[1.2.0-beta] - 2020-12-15

Added

• GPU support and improved documentation for auto annotation (cvat-ai#2546)
• Manual review pipeline: issues/comments/workspace (cvat-ai#2357)
• Basic projects implementation (cvat-ai#2255)
• Documentation on how to mount cloud starage(AWS S3 bucket, Azure container, Google Drive) as FUSE (cvat-ai#2377)
• Ability to work with share files without copying inside (cvat-ai#2377)
• Tooltips in label selectors (cvat-ai#2509)
• Page redirect after login using next query parameter (cvat-ai#2527)
• ImageNet format support (cvat-ai#2376)
• CamVid format support (cvat-ai#2559)

Changed

• PATCH requests from cvat-core submit only changed fields (cvat-ai#2445)
• deploy.sh in serverless folder is separated into deploy_cpu.sh and deploy_gpu.sh (cvat-ai#2546)
• Bumped nuclio version to 1.5.8
• Migrated to Antd 4.9 (cvat-ai#2536)

Fixed

• Fixed FastRCNN inference bug for images with 4 channels i.e. png (cvat-ai#2546)
• Django templates for email and user guide (cvat-ai#2412)
• Saving relative paths in dummy chunks instead of absolute (cvat-ai#2424)
• Objects with a specific label cannot be displayed if at least one tag with the label exist (cvat-ai#2435)
• Wrong attribute can be removed in labels editor (cvat-ai#2436)
• UI fails with the error "Cannot read property 'label' of undefined" (cvat-ai#2442)
• Exception: "Value must be a user instance" (cvat-ai#2441)
• Reset zoom option doesn't work in tag annotation mode (cvat-ai#2443)
• Canvas is busy error (cvat-ai#2437)
• Projects view layout fix (cvat-ai#2503)
• Fixed the tasks view (infinite loading) when it is impossible to get a preview of the task (cvat-ai#2504)
• Empty frames navigation (cvat-ai#2505)
• TypeError: Cannot read property 'toString' of undefined (cvat-ai#2517)
• Extra shapes are drawn after Esc, or G pressed while drawing a region in grouping (cvat-ai#2507)
• Reset state (reviews, issues) after logout or changing a job (cvat-ai#2525)
• TypeError: Cannot read property 'id' of undefined when updating a task (cvat-ai#2544)

[1.2.0-alpha] - 2020-11-09

Added

• Ability to login into CVAT-UI with token from api/v1/auth/login (cvat-ai#2234)
• Added layout grids toggling ('ctrl + alt + Enter')
• Added password reset functionality (cvat-ai#2058)
• Ability to work with data on the fly (cvat-ai#2007)
• Annotation in process outline color wheel (cvat-ai#2084)
• On the fly annotation using DL detectors (cvat-ai#2102)
• Displaying automatic annotation progress on a task view (cvat-ai#2148)
• Automatic tracking of bounding boxes using serverless functions (cvat-ai#2136)
• [Datumaro] CLI command for dataset equality comparison (cvat-ai#1989)
• [Datumaro] Merging of datasets with different labels (cvat-ai#2098)
• Add FBRS interactive segmentation serverless function (cvat-ai#2094)
• Ability to change default behaviour of previous/next buttons of a player. It supports regular navigation, searching a frame according to annotations filters and searching the nearest frame without any annotations (cvat-ai#2221)
• MacOS users notes in CONTRIBUTING.md
• Ability to prepare meta information manually (cvat-ai#2217)
• Ability to upload prepared meta information along with a video when creating a task (cvat-ai#2217)
• Optional chaining plugin for cvat-canvas and cvat-ui (cvat-ai#2249)
• MOTS png mask format support (cvat-ai#2198)
• Ability to correct upload video with a rotation record in the metadata (cvat-ai#2218)
• User search field for assignee fields (cvat-ai#2370)
• Support of mxf videos (cvat-ai#2514)

Changed

• UI models (like DEXTR) were redesigned to be more interactive (cvat-ai#2054)
• Used Ubuntu:20.04 as a base image for CVAT Dockerfile (cvat-ai#2101)
• Right colors of label tags in label mapping when a user runs automatic detection (cvat-ai#2162)
• Nuclio became an optional component of CVAT (cvat-ai#2192)
• A key to remove a point from a polyshape (Ctrl => Alt) (cvat-ai#2204)
• Updated docker-compose file version from 2.3 to 3.3(cvat-ai#2235)
• Added auto inference of url schema from host in CLI, if provided (cvat-ai#2240)
• Track frames in skips between annotation is presented in MOT and MOTS formats are marked outside (cvat-ai#2198)
• UI packages installation with npm ci instead of npm install (cvat-ai#2350)

Removed

• Removed Z-Order flag from task creation process

Fixed

• Fixed multiple errors which arises when polygon is of length 5 or less (cvat-ai#2100)
• Fixed task creation from PDF (cvat-ai#2141)
• Fixed CVAT format import for frame stepped tasks (cvat-ai#2151)
• Fixed the reading problem with large PDFs (cvat-ai#2154)
• Fixed unnecessary pyhash dependency (cvat-ai#2170)
• Fixed Data is not getting cleared, even after deleting the Task from Django Admin App(cvat-ai#1925)
• Fixed blinking message: "Some tasks have not been showed because they do not have any data" (cvat-ai#2200)
• Fixed case when a task with 0 jobs is shown as "Completed" in UI (cvat-ai#2200)
• Fixed use case when UI throws exception: Cannot read property 'objectType' of undefined #2053 (cvat-ai#2203)
• Fixed use case when logs could be saved twice or more times #2202 (cvat-ai#2203)
• Fixed issues from #2112 (cvat-ai#2217)
• Git application name (renamed to dataset_repo) (cvat-ai#2243)
• A problem in exporting of tracks, where tracks could be truncated (cvat-ai#2129)
• Fixed CVAT startup process if the user has umask 077 in .bashrc file (cvat-ai#2293)
• Exception: Cannot read property "each" of undefined after drawing a single point (cvat-ai#2307)
• Cannot read property 'label' of undefined (Fixed?) (cvat-ai#2311)
• Excluded track frames marked outside in CVAT for Images export (cvat-ai#2345)
• 'List of tasks' Kibana visualization (cvat-ai#2361)
• An error on exporting not jpg or png images in TF Detection API format (openvinotoolkit/datumaro#35)

[1.1.0] - 2020-08-31

Added

• Siammask tracker as DL serverless function (cvat-ai#1988)
• [Datumaro] Added model info and source info commands (cvat-ai#1973)
• [Datumaro] Dataset statistics (cvat-ai#1668)
• Ability to change label color in tasks and predefined labels (cvat-ai#2014)
• [Datumaro] Multi-dataset merge (cvat-ai#1695)
• Ability to configure email verification for new users (cvat-ai#1929)
• Link to django admin page from UI (cvat-ai#2068)
• Notification message when users use wrong browser (cvat-ai#2070)

Changed

• Shape coordinates are rounded to 2 digits in dumped annotations (cvat-ai#1970)
• COCO format does not produce polygon points for bbox annotations (cvat-ai#1953)

Fixed

• Issue loading openvino models for semi-automatic and automatic annotation (cvat-ai#1996)
• Basic functions of CVAT works without activated nuclio dashboard
• Fixed a case in which exported masks could have wrong color order (cvat-ai#2032)
• Fixed error with creating task with labels with the same name (cvat-ai#2031)
• Django RQ dashboard view (cvat-ai#2069)
• Object's details menu settings (cvat-ai#2084)

[1.1.0-beta] - 2020-08-03

Added

• DL models as serverless functions (cvat-ai#1767)
• Source type support for tags, shapes and tracks (cvat-ai#1192)
• Source type support for CVAT Dumper/Loader (cvat-ai#1192)
• Intelligent polygon editing (cvat-ai#1921)
• Support creating multiple jobs for each task through python cli (cvat-ai#1950)
• python cli over https (cvat-ai#1942)
• Error message when plugins weren't able to initialize instead of infinite loading (cvat-ai#1966)
• Ability to change user password (cvat-ai#1954)

Changed

• Smaller object details (cvat-ai#1877)
• COCO format does not convert bboxes to polygons on export (cvat-ai#1953)
• It is impossible to submit a DL model in OpenVINO format using UI. Now you can deploy new models on the server using serverless functions (cvat-ai#1767)
• Files and folders under share path are now alphabetically sorted

Removed

• Removed OpenVINO and CUDA components because they are not necessary anymore (cvat-ai#1767)
• Removed the old UI code (cvat-ai#1964)

Fixed

• Some objects aren't shown on canvas sometimes. For example after propagation on of objects is invisible (cvat-ai#1834)
• CVAT doesn't offer to restore state after an error (cvat-ai#1874)
• Cannot read property 'shapeType' of undefined because of zOrder related issues (cvat-ai#1874)
• Cannot read property 'pinned' of undefined because of zOrder related issues (cvat-ai#1874)
• Do not iterate over hidden objects in aam (which are invisible because of zOrder) (cvat-ai#1874)
• Cursor position is reset after changing a text field (cvat-ai#1874)
• Hidden points and cuboids can be selected to be grouped (cvat-ai#1874)
• outside annotations should not be in exported images (cvat-ai#1620)
• CVAT for video format import error with interpolation (cvat-ai#1893)
• Image compression definition mismatch (cvat-ai#1900)
• Points are duplicated during polygon interpolation sometimes (cvat-ai#1892)
• When redraw a shape with activated autobordering, previous points are visible (cvat-ai#1892)
• No mapping between side object element and context menu in some attributes (cvat-ai#1923)
• Interpolated shapes exported as keyframe = True (cvat-ai#1937)
• Stylelint filetype scans (cvat-ai#1952)
• Fixed toolip closing issue (cvat-ai#1955)
• Clearing frame cache when close a task (cvat-ai#1966)
• Increase rate of throttling policy for unauthenticated users (cvat-ai#1969)

[1.1.0-alpha] - 2020-06-30

Added

• Throttling policy for unauthenticated users (cvat-ai#1531)
• Added default label color table for mask export (cvat-ai#1549)
• Added environment variables for Redis and Postgres hosts for Kubernetes deployment support (cvat-ai#1641)
• Added visual identification for unavailable formats (cvat-ai#1567)
• Shortcut to change color of an activated shape in new UI (Enter) (cvat-ai#1683)
• Shortcut to switch split mode (cvat-ai#1683)
• Built-in search for labels when create an object or change a label (cvat-ai#1683)
• Better validation of labels and attributes in raw viewer (cvat-ai#1727)
• ClamAV antivirus integration (cvat-ai#1712)
• Added canvas background color selector (cvat-ai#1705)
• SCSS files linting with Stylelint tool (cvat-ai#1766)
• Supported import and export or single boxes in MOT format (cvat-ai#1764)
• [Datumaro] Added stats command, which shows some dataset statistics like image mean and std (cvat-ai#1734)
• Add option to upload annotations upon task creation on CLI
• Polygon and polylines interpolation (cvat-ai#1571)
• Ability to redraw shape from scratch (Shift + N) for an activated shape (cvat-ai#1571)
• Highlights for the first point of a polygon/polyline and direction (cvat-ai#1571)
• Ability to change orientation for poylgons/polylines in context menu (cvat-ai#1571)
• Ability to set the first point for polygons in points context menu (cvat-ai#1571)
• Added new tag annotation workspace (cvat-ai#1570)
• Appearance block in attribute annotation mode (cvat-ai#1820)
• Keyframe navigations and some switchers in attribute annotation mode (cvat-ai#1820)
• [Datumaro] Added convert command to convert datasets directly (cvat-ai#1837)
• [Datumaro] Added an option to specify image extension when exporting datasets (cvat-ai#1799)
• [Datumaro] Added image copying when exporting datasets, if possible (cvat-ai#1799)

Changed

• Removed information about e-mail from the basic user information (cvat-ai#1627)
• Update https install manual. Makes it easier and more robust. Includes automatic renewing of lets encrypt certificates.
• Settings page move to the modal. (cvat-ai#1705)
• Implemented import and export of annotations with relative image paths (cvat-ai#1463)
• Using only single click to start editing or remove a point (cvat-ai#1571)
• Added support for attributes in VOC XML format (cvat-ai#1792)
• Added annotation attributes in COCO format (cvat-ai#1782)
• Colorized object items in the side panel (cvat-ai#1753)
• [Datumaro] Annotation-less files are not generated anymore in COCO format, unless tasks explicitly requested (cvat-ai#1799)

Fixed

• Problem with exported frame stepped image task (cvat-ai#1613)
• Fixed dataset filter item representation for imageless dataset items (cvat-ai#1593)
• Fixed interpreter crash when trying to import tensorflow with no AVX instructions available (cvat-ai#1567)
• Kibana wrong working time calculation with new annotation UI use (cvat-ai#1654)
• Wrong rexex for account name validation (cvat-ai#1667)
• Wrong description on register view for the username field (cvat-ai#1667)
• Wrong resolution for resizing a shape (cvat-ai#1667)
• React warning because of not unique keys in labels viewer (cvat-ai#1727)
• Fixed issue tracker (cvat-ai#1705)
• Fixed canvas fit after sidebar open/close event (cvat-ai#1705)
• A couple of exceptions in AAM related with early object activation (cvat-ai#1755)
• Propagation from the latest frame (cvat-ai#1800)
• Number attribute value validation (didn't work well with floats) (cvat-ai#1800)
• Logout doesn't work (cvat-ai#1812)
• Annotations aren't updated after reopening a task (cvat-ai#1753)
• Labels aren't updated after reopening a task (cvat-ai#1753)
• Canvas isn't fitted after collapsing side panel in attribute annotation mode (cvat-ai#1753)
• Error when interpolating polygons (cvat-ai#1878)

Security

• SQL injection in Django CVE-2020-9402 (cvat-ai#1657)

[1.0.0] - 2020-05-29

Added

• cvat-ui: cookie policy drawer for login page (cvat-ai#1511)
• datumaro_project export format (cvat-ai#1352)
• Ability to configure user agreements for the user registration form (cvat-ai#1464)
• Cuboid interpolation and cuboid drawing from rectangles (cvat-ai#1560)
• Ability to configure custom pageViewHit, which can be useful for web analytics integration (cvat-ai#1566)
• Ability to configure access to the analytics page based on roles (cvat-ai#1592)

Changed

• Downloaded file name in annotations export became more informative (cvat-ai#1352)
• Added auto trimming for trailing whitespaces style enforcement (cvat-ai#1352)
• REST API: updated GET /task/<id>/annotations: parameters are format, filename (now optional), action (optional) (cvat-ai#1352)
• REST API: removed dataset/formats, changed format of annotation/formats (cvat-ai#1352)
• Exported annotations are stored for N hours instead of indefinitely (cvat-ai#1352)
• Formats: CVAT format now accepts ZIP and XML (cvat-ai#1352)
• Formats: COCO format now accepts ZIP and JSON (cvat-ai#1352)
• Formats: most of formats renamed, no extension in title (cvat-ai#1352)
• Formats: definitions are changed, are not stored in DB anymore (cvat-ai#1352)
• cvat-core: session.annotations.put() now returns ids of added objects (cvat-ai#1493)
• Images without annotations now also included in dataset/annotations export (cvat-ai#525)

Removed

• annotation application is replaced with dataset_manager (cvat-ai#1352)
• _DATUMARO_INIT_LOGLEVEL env. variable is removed in favor of regular --loglevel cli parameter (cvat-ai#1583)

Fixed

• Categories for empty projects with no sources are taken from own dataset (cvat-ai#1352)
• Added directory removal on error during extract command (cvat-ai#1352)
• Added debug error message on incorrect XPath (cvat-ai#1352)
• Exporting frame stepped task (cvat-ai#1294, cvat-ai#1334)
• Fixed broken command line interface for cvat export format in Datumaro (cvat-ai#1494)
• Updated Rest API document, Swagger document serving instruction issue (cvat-ai#1495)
• Fixed cuboid occluded view (cvat-ai#1500)
• Non-informative lock icon (cvat-ai#1434)
• Sidebar in AAM has no hide/show button (cvat-ai#1420)
• Task/Job buttons has no "Open in new tab" option (cvat-ai#1419)
• Delete point context menu option has no shortcut hint (cvat-ai#1416)
• Fixed issue with unnecessary tag activation in cvat-canvas (cvat-ai#1540)
• Fixed an issue with large number of instances in instance mask (cvat-ai#1539)
• Fixed full COCO dataset import error with conflicting labels in keypoints and detection (cvat-ai#1548)
• Fixed COCO keypoints skeleton parsing and saving (cvat-ai#1539)
• tf.placeholder() is not compatible with eager execution exception for auto_segmentation (cvat-ai#1562)
• Canvas cannot be moved with move functionality on left mouse key (cvat-ai#1573)
• Deep extreme cut request is sent when draw any shape with Make AI polygon option enabled (cvat-ai#1573)
• Fixed an error when exporting a task with cuboids to any format except CVAT (cvat-ai#1577)
• Synchronization with remote git repo (cvat-ai#1582)
• A problem with mask to polygons conversion when polygons are too small (cvat-ai#1581)
• Unable to upload video with uneven size (cvat-ai#1594)
• Fixed an issue with z_order having no effect on segmentations (cvat-ai#1589)

Security

• Permission group whitelist check for analytics view (cvat-ai#1608)

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

Added

• Re-Identification algorithm to merging bounding boxes automatically to the new UI (cvat-ai#1406)
• Methods import and export to import/export raw annotations for Job and Task in cvat-core (cvat-ai#1406)
• Versioning of client packages (cvat-core, cvat-canvas, cvat-ui). Initial versions are set to 1.0.0 (cvat-ai#1448)
• Cuboids feature was migrated from old UI to new one. (cvat-ai#1451)

Removed

• Annotation conversion utils, currently supported natively via Datumaro framework (cvat-ai#1477)

Fixed

• Auto annotation, TF annotation and Auto segmentation apps (cvat-ai#1409)
• Import works with truncated images now: "OSError:broken data stream" on corrupt images (cvat-ai#1430)
• Hide functionality (H) doesn't work (cvat-ai#1445)
• The highlighted attribute doesn't correspond to the chosen attribute in AAM (cvat-ai#1445)
• Inconvinient image shaking while drawing a polygon (hold Alt key during drawing/editing/grouping to drag an image) (cvat-ai#1445)
• Filter property "shape" doesn't work and extra operator in description (cvat-ai#1445)
• Block of text information doesn't disappear after deactivating for locked shapes (cvat-ai#1445)
• Annotation uploading fails in annotation view (cvat-ai#1445)
• UI freezes after canceling pasting with escape (cvat-ai#1445)
• Duplicating keypoints in COCO export (cvat-ai#1435)
• CVAT new UI: add arrows on a mouse cursor (cvat-ai#1391)
• Delete point bug (in new UI) (cvat-ai#1440)
• Fix apache startup after PC restart (cvat-ai#1467)
• Open task button doesn't work (cvat-ai#1474)

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

Added

• Special behaviour for attribute value __undefined__ (invisibility, no shortcuts to be set in AAM)
• Dialog window with some helpful information about using filters
• Ability to display a bitmap in the new UI
• Button to reset colors settings (brightness, saturation, contrast) in the new UI
• Option to display shape text always
• Dedicated message with clarifications when share is unmounted (cvat-ai#1373)
• Ability to create one tracked point (cvat-ai#1383)
• Ability to draw/edit polygons and polylines with automatic bordering feature (cvat-ai#1394)
• Tutorial: instructions for CVAT over HTTPS
• Deep extreme cut (semi-automatic segmentation) to the new UI (cvat-ai#1398)

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

• Cleaned up memory in Auto Annotation to enable long running tasks on videos
• New shape is added when press esc when drawing instead of cancellation
• Dextr segmentation doesn't work.
• FileNotFoundError during dump after moving format files
• CVAT doesn't append outside shapes when merge polyshapes in old UI
• Layout sometimes shows double scroll bars on create task, dashboard and settings pages
• UI fails after trying to change frame during resizing, dragging, editing
• Hidden points (or outsided) are visible after changing a frame
• Merge is allowed for points, but clicks on points conflict with frame dragging logic
• Removed objects are visible for search
• Add missed task_id and job_id fields into exception logs for the new UI (cvat-ai#1372)
• UI fails when annotations saving occurs during drag/resize/edit (cvat-ai#1383)
• Multiple savings when hold Ctrl+S (a lot of the same copies of events were sent with the same working time) (cvat-ai#1383)
• UI doesn't have any reaction when git repos synchronization failed (cvat-ai#1383)
• Bug when annotations cannot be saved after (delete - save - undo - save) (cvat-ai#1383)
• VOC format exports Upper case labels correctly in lower case (cvat-ai#1379)
• Fixed polygon exporting bug in COCO dataset (cvat-ai#1387)
• Task creation from remote files (cvat-ai#1392)
• Job cannot be opened in some cases when the previous job was failed during opening (cvat-ai#1403)
• Deactivated shape is still highlighted on the canvas (cvat-ai#1403)
• AttributeError: 'tuple' object has no attribute 'read' in ReID algorithm (cvat-ai#1403)
• Wrong semi-automatic segmentation near edges of an image (cvat-ai#1403)
• Git repos paths (cvat-ai#1400)
• Uploading annotations for tasks with multiple jobs (cvat-ai#1396)

[1.0.0-alpha] - 2020-03-31

Added

• Data streaming using chunks (cvat-ai#1007)
• New UI: showing file names in UI (cvat-ai#1311)
• New UI: delete a point from context menu (cvat-ai#1292)

Fixed

• Git app cannot clone a repository (cvat-ai#1330)
• New UI: preview position in task details (cvat-ai#1312)
• AWS deployment (cvat-ai#1316)

[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)

[0.6.0] - 2020-03-15

Added

• Server only support for projects. Extend REST API v1 (/api/v1/projects*)
• Ability to get basic information about users without admin permissions (#750)
• Changed REST API: removed PUT and added DELETE methods for /api/v1/users/ID
• Mask-RCNN Auto Annotation Script in OpenVINO format
• Yolo Auto Annotation Script
• Auto segmentation using Mask_RCNN component (Keras+Tensorflow Mask R-CNN Segmentation)
• REST API to export an annotation task (images + annotations) Datumaro - a framework to build, analyze, debug and visualize datasets
• Text Detection Auto Annotation Script in OpenVINO format for version 4
• Added in OpenVINO Semantic Segmentation for roads
• Ability to visualize labels when using Auto Annotation runner
• MOT CSV format support (#830)
• LabelMe format support (#844)
• Segmentation MASK format import (as polygons) (#1163)
• Git repositories can be specified with IPv4 address (#827)

Changed

• page_size parameter for all REST API methods
• React & Redux & Antd based dashboard
• Yolov3 interpretation script fix and changes to mapping.json
• YOLO format support (#1151)
• Added support for OpenVINO 2020

Fixed

• Exception in Git plugin #826
• Label ids in TFrecord format now start from 1 #866
• Mask problem in COCO JSON style #718
• Datasets (or tasks) can be joined and split to subsets with Datumaro #791
• Output labels for VOC format can be specified with Datumaro #942
• Annotations can be filtered before dumping with Datumaro #994

[0.5.2] - 2019-12-15

Fixed

• Frozen version of scikit-image==0.15 in requirements.txt because next releases don't support Python 3.5

[0.5.1] - 2019-10-17

Added

• Integration with Zenodo.org (DOI)

[0.5.0] - 2019-09-12

Added

• A converter to YOLO format
• Installation guide
• Linear interpolation for a single point
• Video frame filter
• Running functional tests for REST API during a build
• Admins are no longer limited to a subset of python commands in the auto annotation application
• Remote data source (list of URLs to create an annotation task)
• Auto annotation using Faster R-CNN with Inception v2 (utils/open_model_zoo)
• Auto annotation using Pixel Link mobilenet v2 - text detection (utils/open_model_zoo)
• Ability to create a custom extractors for unsupported media types
• Added in PDF extractor
• Added in a command line model manager tester
• Ability to dump/load annotations in several formats from UI (CVAT, Pascal VOC, YOLO, MS COCO, png mask, TFRecord)
• Auth for REST API (api/v1/auth/): login, logout, register, ...
• Preview for the new CVAT UI (dashboard only) is available: http://localhost:9080/
• Added command line tool for performing common task operations (/utils/cli/)

Changed

• Outside and keyframe buttons in the side panel for all interpolation shapes (they were only for boxes before)
• Improved error messages on the client side (#511)

Removed

• "Flip images" has been removed. UI now contains rotation features.

Fixed

• Incorrect width of shapes borders in some cases
• Annotation parser for tracks with a start frame less than the first segment frame
• Interpolation on the server near outside frames
• Dump for case when task name has a slash
• Auto annotation fail for multijob tasks
• Installation of CVAT with OpenVINO on the Windows platform
• Background color was always black in utils/mask/converter.py
• Exception in attribute annotation mode when a label are switched to a value without any attributes
• Handling of wrong labelamp json file in auto annotation (cvat-ai#554)
• No default attributes in dumped annotation (cvat-ai#601)
• Required field "Frame Filter" on admin page during a task modifying (#666)
• Dump annotation errors for a task with several segments (#610, #500)
• Invalid label parsing during a task creating (#628)
• Button "Open Task" in the annotation view
• Creating a video task with 0 overlap

Security

• Upgraded Django, djangorestframework, and other packages

[0.4.2] - 2019-06-03

Fixed

• Fixed interaction with the server share in the auto annotation plugin

[0.4.1] - 2019-05-14

Fixed

• JavaScript syntax incompatibility with Google Chrome versions less than 72

[0.4.0] - 2019-05-04

Added

• OpenVINO auto annotation: it is possible to upload a custom model and annotate images automatically.
• Ability to rotate images/video in the client part (Ctrl+R, Shift+Ctrl+R shortcuts) (#305)
• The ReID application for automatic bounding box merging has been added (#299)
• Keyboard shortcuts to switch next/previous default shape type (box, polygon etc) (Alt + <, Alt + >) (#316)
• Converter for VOC now supports interpolation tracks
• REST API (/api/v1/*, /api/docs)
• Semi-automatic semantic segmentation with the Deep Extreme Cut work

Changed

• Propagation setup has been moved from settings to bottom player panel
• Additional events like "Debug Info" or "Fit Image" have been added for analitics
• Optional using LFS for git annotation storages (#314)

Deprecated

• "Flip images" flag in the create task dialog will be removed. Rotation functionality in client part have been added instead.

Fixed

• Django 2.1.5 (security fix, CVE-2019-3498)
• Several scenarious which cause code 400 after undo/redo/save have been fixed (#315)

[0.3.0] - 2018-12-29

Added

• Ability to copy Object URL and Frame URL via object context menu and player context menu respectively.
• Ability to change opacity for selected shape with help "Selected Fill Opacity" slider.
• Ability to remove polyshapes points by double click.
• Ability to draw/change polyshapes (except for points) by slip method. Just press ENTER and moving a cursor.
• Ability to switch lock/hide properties via label UI element (in right menu) for all objects with same label.
• Shortcuts for outside/keyframe properties
• Support of Intel OpenVINO for accelerated model inference
• Tensorflow annotation now works without CUDA. It can use CPU only. OpenVINO and CUDA are supported optionally.
• Incremental saving of annotations.
• Tutorial for using polygons (screencast)
• Silk profiler to improve development process
• Admin panel can be used to edit labels and attributes for annotation tasks
• Analytics component to manage a data annotation team, monitor exceptions, collect client and server logs
• Changeable job and task statuses (annotation, validation, completed). A job status can be changed manually, a task status is computed automatically based on job statuses (#153)
• Backlink to a task from its job annotation view (#156)
• Buttons lock/hide for labels. They work for all objects with the same label on a current frame (#116)

Changed

• Polyshape editing method has been improved. You can redraw part of shape instead of points cloning.
• Unified shortcut (Esc) for close any mode instead of different shortcuts (Alt+N, Alt+G, Alt+M etc.).
• Dump file contains information about data source (e.g. video name, archive name, ...)
• Update requests library due to CVE-2018-18074
• Per task/job permissions to create/access/change/delete tasks and annotations
• Documentation was improved
• Timeout for creating tasks was increased (from 1h to 4h) (#136)
• Drawing has become more convenience. Now it is possible to draw outside an image. Shapes will be automatically truncated after drawing process (#202)

Fixed

• Performance bottleneck has been fixed during you create new objects (draw, copy, merge etc).
• Label UI elements aren't updated after changelabel.
• Attribute annotation mode can use invalid shape position after resize or move shapes.
• Labels order is preserved now (#242)
• Uploading large XML files (#123)
• Django vulnerability (#121)
• Grammatical cleanup of README.md (#107)
• Dashboard loading has been accelerated (#156)
• Text drawing outside of a frame in some cases (#202)

[0.2.0] - 2018-09-28

Added

• New annotation shapes: polygons, polylines, points
• Undo/redo feature
• Grid to estimate size of objects
• Context menu for shapes
• A converter to PASCAL VOC format
• A converter to MS COCO format
• A converter to mask format
• License header for most of all files
• .gitattribute to avoid problems with bash scripts inside a container
• CHANGELOG.md itself
• Drawing size of a bounding box during resize
• Color by instance, group, label
• Group objects
• Object propagation on next frames
• Full screen view

Changed

• Documentation, screencasts, the primary screenshot
• Content-type for save_job request is application/json

Fixed

• Player navigation if the browser's window is scrolled
• Filter doesn't support dash (-)
• Several memory leaks
• Inconsistent extensions between filenames in an annotation file and real filenames

[0.1.2] - 2018-08-07

Added

• 7z archive support when creating a task
• .vscode/launch.json file for developing with VS code

Fixed

• #14: docker-compose down command as written in the readme does not remove volumes
• #15: all checkboxes in temporary attributes are checked when reopening job after saving the job
• #18: extend CONTRIBUTING.md
• #19: using the same attribute for label twice -> stuck

Changed

• More strict verification for labels with attributes

[0.1.1] - 2018-07-6

Added

• Links on a screenshot, documentation, screencasts into README.md
• CONTRIBUTORS.md

Fixed

• GitHub documentation

[0.1.0] - 2018-06-29

Added

• Initial version

Template

## \[Unreleased]
### Added
- TDB

### Changed
- TDB

### Deprecated
- TDB

### Removed
- TDB

### Fixed
- TDB

### Security
- TDB