Ultralytics v8.2.92 Release Announcement
Summary
We’re excited to announce the release of Ultralytics v8.2.92! This update brings enhanced object counting capabilities with configurable counting directions, improved code efficiency, and readability. Dive into the details below to see how these changes can benefit your projects.
Key Changes
New Features
- Configurable Counting Directions: Now you can set object counting directions to “left_to_right” or “right_to_left”, adding flexibility to your object counting tasks.
Improvements
- Enhanced Counting Logic: The updated logic leverages the new direction attribute, improving accuracy in bidirectional flows.
- Refined Visualization: Improved object counter visualization and class labeling for clearer insights.
- Code Clean-Up: Minor clean-ups and removal of redundant components for a streamlined codebase.
Purpose & Impact
- Flexibility: Customize counting directions to suit various scenarios.
- Improved Accuracy: Directionality consideration helps minimize miscounts.
- Code Clarity: A cleaner codebase enhances maintainability and readability.
What’s Changed
- Update merge-main-into-prs.yml by @glenn-jocher
- Distance calculation docs fix by @RizwanMunawar
- Update type qualifiers to lowercase MkDocs admonitions by @jk4e
- Add YouTube link to docs by @RizwanMunawar
- Update TwoWayTransformer Docs by @JasonG98
- Fixed failing greetings CI by @ambitious-octopus
- Coloring based on track-ids by @RizwanMunawar
- Non-Deterministic Training Fix by @ambitious-octopus
- Vertical line counter fix by @CharanPrasadK
New Contributors
- Welcome @JasonG98 for their first contribution!
Try It Out!
We encourage you to try out the new features and improvements in this release. Your feedback is invaluable to us, so please share your thoughts and experiences.
Full Changelog: v8.2.92 Changelog
For more details, visit the release page.
Thank you for being a part of our community! Your support and feedback drive our continuous improvement.