Announcing Ultralytics v8.2.61 Release!
Hello Ultralytics Community!
We are thrilled to announce the release of Ultralytics v8.2.61! This update brings a host of improvements aimed at enhancing documentation, code understandability, and overall performance. Here’s a quick overview of what’s new:
Key Features and Improvements
Documentation Script Improvement
- Enhanced the
build_docs.pyfor better documentation processing. - Added BeautifulSoup for HTML processing.
- Converts plaintext links to HTML hyperlinks.
YOLOv9 Benchmarks
- Added detailed benchmarking information for YOLOv9, providing users with clear insights into model evaluation processes.
Documentation Refinements
- Adjusted references and docstrings across multiple files to enhance readability and clarity.
- Added more comprehensive docstrings to classes for better understanding.
Configuration File Update
- Adjustments made to support new configurations and improve user guidance.
- Better handling of deprecated keys and detailed configuration examples.
Purpose & Impact
- Better Documentation Navigation: Enhances user experience by ensuring documentation links are properly formatted, allowing seamless navigation through web-based documents.
- Benchmarking Insights: Provides users with a clear understanding of how to benchmark YOLOv9 models, improving model evaluation processes.
- Improved Readability: Refined documentation and class descriptions make the codebase more approachable for both new and existing users.
- Enhanced Configuration Management: Better guides users in configuring and using the YOLO models effectively.
What’s Changed
- Fix Multi-GPU trained model export by @Y-T-G in PR #14551
- Fix Docs pretty
__init__.pyURLs by @glenn-jocher in PR #14550 - Add https://youtu.be/ziJR01lKnio to docs by @RizwanMunawar in PR #14554
- Add Custom CLIP Model Download Path by @wangsrGit119 in PR #14517
- Fix
num_threadsfor CPU training by @Laughing-q in PR #14544
New Contributors
- Welcome @wangsrGit119 for making their first contribution in PR #14517!
Full Changelog
For a detailed list of all changes, check out the Full Changelog.
Release URL
Explore the new release: Ultralytics v8.2.61
We encourage you to try out the new release and share your feedback. Your input is invaluable in helping us improve and evolve. Happy coding!
