ultralytics 8.2.76

v8.2.76 - `ultralytics 8.2.76` Autobackend TensorRT/Triton Segment metadata fix (#15185)

on Python PyPI

🌟 Summary

Ultralytics 'v8.2.76' release includes updates focused on improving documentation, adding new plugins, and enhancing code functionality.

📊 Key Changes

• Documentation Updates:
  • Introduced mkdocs-macros-plugin for better content duplication across docs.
  • Added video support in documentation for enhanced visualization.
  • Corrected bibliography formatting and references.
• Code Enhancements:
  • Improved error handling and handling of large inputs in the SAHI integration example.
  • Added a workaround for YouTube test skips in GitHub Actions to avoid unauthorized errors.
  • Adjusted convert_segment_masks_to_yolo_seg function for better user guidance.
• Dependencies:
  • Included mkdocs-macros-plugin in the list of development dependencies for documentation builds.

🎯 Purpose & Impact

• Better Documentation Management:
  • Usage of mkdocs-macros-plugin allows for content reuse, making docs maintenance easier and more consistent.
  • Enhanced documentation aesthetics and correctness help users better understand and utilize the tools.
• Improved Code Base:
  • The SAHI example now provides more robust handling, which may prevent runtime errors when processing videos.
  • Setting up better error skips in testing ensures smoother Continuous Integration (CI) workflows.
• User Guidance:
  • The convert_segment_masks_to_yolo_seg function now includes clearer instructions, aiding users in effectively preparing their datasets.

These improvements collectively enhance the user experience by providing clearer documentation, more robust code examples, and smoother testing and deployment workflows. 🌟

What's Changed

• Update Docs CSS by @glenn-jocher in #15062
• Use macros for Docs tables de-duplication by @ambitious-octopus in #14990
• Delete /macros dir from Docs site by @glenn-jocher in #15068
• Delete macros from sitemap.xml by @glenn-jocher in #15105
• Add https://youtu.be/EeDd5P4eS6A to docs by @RizwanMunawar in #15107
• Optimized SAHI video inference by @RizwanMunawar in #15183
• Update convert_segment_masks_to_yolo_seg to support custom datasets by @RizwanMunawar in #15176
• ultralytics 8.2.76 Autobackend TensorRT/Triton Segment metadata fix by @Y-T-G in #15185

Full Changelog: v8.2.75...v8.2.76