In this release, we’ve introduced new features based on our vision and suggestions in the CVAT community, plus addressed more than 20+ reported bugs. Thank you for reaching out and providing us with valuable feedback. Here is the list of features we are shipping:
-
Added the Brush tool to create pixel masks for disjoint objects with multiple parts: a house hiding behind trees, a car behind a pedestrian, or a pillar behind a traffic sign. Read more.
-
Added Webhooks for Projects and Organizations. Configure them to handle application notifications about changes in a specific project or organization. Read more.
-
Added sorting by Z-Order: farthest from the camera objects go on the top of the list. Now sorted objects have an additional indication on the objects sidebar.
-
Enabled leveraging of NVIDIA GPU for YOLO v5 serverless function. Now you can annotate with YOLO faster.
-
Added social accounts authentication. Now you can log in to CVAT using your social auth accounts:
- For App CVAT: Google and GitHub.
- For local version: Google, GitHub, and the possibility to configure Social Auth with Django services.
-
Added email authentication. Now you can authenticate in CVAT with your email instead of login.
-
Added Propagation backward to the Confirm Propagation widget, now propagation works both ways.
New Contributors
- @AlexeyAlexeevXperienceAI made their first contribution in #4824
- @rhee-elten made their first contribution in #4947
- @KoheiKanagu made their first contribution in #4659
- @arvfilippov made their first contribution in #5014
- @saurabheights made their first contribution in #5030
- @tdhooghe made their first contribution in #4960
- @alex4men made their first contribution in #5101
- @inpv made their first contribution in #5192
- @ftconan made their first contribution in #4647
- @arkravchuk made their first contribution in #4712
- @mdacoca made their first contribution in #5269
Full Changelog: v2.2.0...v2.3.0
CHANGELOG.md: https://github.com/opencv/cvat/blob/v2.3.0/CHANGELOG.md