Release v2.0.0

[nmanovic]

Motivation and context

Added

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

Changed

• Users don't have access to a task object anymore if they are assigned only on some jobs of the task (IAM: Open Policy Agent integration #3788)
• Different resources (tasks, projects) are not visible anymore for all CVAT instance users by default (IAM: Open Policy Agent integration #3788)
• API versioning scheme: using accept header versioning instead of namespace versioning (API versioning using accept header #4239)
• Replaced 'django_sendfile' with 'django_sendfile2' (Bump pip from 21.0.1 to 22.0.2, setuptools from 53.0.0 to 60.6.0, wheel from 0.36.2 to 0.37.1 #4267)
• Use drf-spectacular instead of drf-yasg for swagger documentation (Migration to drf_spectacular #4210)

Deprecated

• Job field "status" is not used in UI anymore, but it has not been removed from the database yet (IAM: Open Policy Agent integration #3788)

Removed

• Review rating, reviewer field from the job instance (use assignee field together with stage field instead) (IAM: Open Policy Agent integration #3788)
• Training django app (Removed training app #4330)
• v1 api version support (Remove v1 api version support #4332)

Fixed

• Fixed Interaction handler keyboard handlers (Interaction handler keyboard handlers fix #3881)
• Points of invisible shapes are visible in autobordering (Fixed issue: autoborder points are visible for invisible shapes #3931)
• Order of the label attributes in the object item details(Preserve the order of the label attributes in the object item details. #3945)
• Order of labels in tasks and projects (Fixed labels order #3987)
• Fixed task creating with large files via webpage (Large files uploads #3692)
• Added information to export CVAT_HOST when performing local installation for accessing over network (Updated installation.md with respect to information about CVAT_HOST for local installation #4014)
• Fixed possible color collisions in the generated colormap (Fixed possible color collisions in the generated colormap #4007)
• Original pdf file is deleted when using share (Fix issue: Original pdf file is deleted #3967)
• Order in an annotation file(Fix order #4087)
• Fixed task data upload progressbar (Fix task data upload progress bar #4134)
• Email in org invitations is case sensitive (Email in org invitations should be case insensitive #4153)
• Caching for tasks and jobs can lead to an exception if its assignee user is removed (Remove caching for tasks and jobs #4165)
• Added intelligent function when paste labels to another task (Added intelligent function when paste labels to another task #4161)
• Uncaught TypeError: this.el.node.getScreenCTM() is null in Firefox (Fixed issue: Uncaught TypeError: this.el.node.getScreenCTM() is null … #4175)
• Bug: canvas is busy when start playing, start resizing a shape and do not release the mouse cursor (Fixed bug: canvas is busy (at least one reproducing way) #4151)
• Bug: could not receive frame N. TypeError: Cannot read properties of undefined (reding "filename") (Fixed: Could not receive frame N. TypeError: Cannot read properties of undefined #4187)
• Cannot choose a dataset format for a linked repository if a task type is annotation (Fixed: Don't able to choose the format for git #4203)
• Fixed tus upload error over https (Fixed bug: tus failed to upload chunk at offset 0 over https #4154)
• Issues disappear when rescale a browser (Fixed: Issues disappear when using a zoom #4189)
• Auth token key is not returned when registering without email verification (Fix Bug 4010 - API method to register does not return authentification token  #4092)
• Error in create project from backup for standard 3D annotation (Fixed bug: Error in Create project from backup for Standard 3D Annotation  #4160)
• Annotations search does not work correctly in some corner cases (when use complex properties with width, height) (Fixed corner case during search #4198)
• Kibana requests are not proxied due to django-revproxy incompatibility with Django >3.2.x (Django-revproxy is incompatible with Django 3.2 #4085)
• Content type for getting frame with tasks/{id}/data/ endpoint (Fix content type #4333)
• Bug: Permission error occured when accessing the comments of a specific issue (Permission error occured when accessing the comments of a specific issue #4416)

Security

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

How has this been tested?

Manually and using automatic tests

Checklist

- [ ] I submit my changes into the develop branch

• I have added a description of my changes into CHANGELOG file
• I have updated the documentation accordingly
• I have added tests to cover my changes
• I have linked related issues (read github docs)
• I have increased versions of npm packages if it is necessary (cvat-canvas,
  cvat-core, cvat-data and cvat-ui)

License

• I submit my code changes under the same MIT License that covers the project.
  Feel free to contact the maintainers if that's a concern.
• I have updated the license header for each file (see an example below)

# Copyright (C) 2022 Intel Corporation
#
# SPDX-License-Identifier: MIT