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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.

[1.1.0-alpha] - Unreleased

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)

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)
  • Colorized object items in the side panel (cvat-ai#1753)

Deprecated

Removed

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)
  • 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)

Security

[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, https://github.com/opencv/cvat/issues/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 convertation 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

Fixed

[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.

Removed

Fixed

[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 https://nvd.nist.gov/vuln/detail/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
-

### Changed
-

### Deprecated
-

### Removed
-

### Fixed
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### Security
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