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CHANGELOG.md

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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.

[1.0.0.alpha] - 2020-02-XX

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)

Deprecated

Removed

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

Security

[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]
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### Security
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