🌟 Summary

This release focuses on enhancing compatibility with OpenVINO, refining documentation, optimizing code performance, and improving theming logic in documentation.

📊 Key Changes

• OpenVINO Compatibility: Updated the Ultralytics package to version 8.3.36; OpenVINO and NNCF dependencies now require newer versions.
• Documentation Tweaks: Corrected model names and improved documentation consistency in export tables.
• Code Refactoring: Streamlined and optimized JavaScript and Python code to enhance readability, maintainability, and performance.
• Theme Management: Refined theme change logic in documentation, improving the user experience when switching between light and dark modes.
• Region Points Update: Standardized default region points for more accurate object counting tasks.

🎯 Purpose & Impact

• Enhanced Tool Compatibility: Ensures the software works smoothly with the latest OpenVINO version, especially on macOS, reducing export issues. 🖥️
• Improved Documentation Accuracy: Accurate model references and improved readability prevent user confusion. 📚
• Efficiency and Performance: Optimized code results in faster execution which enhances productivity and user experience. 🚀
• Better User Experience: Improved theme logic offers a smoother transition between modes, enhancing the user interface interaction. 🌗
• Reliable Object Detection: Revising region points leads to more consistent and reliable object detection and tracking outcomes. 📐🔍

What's Changed

• Fix imx500 YOLO support in export table by @lakshanthad in https://github.com/ultralytics/ultralytics/pull/17702
• Ultralytics Refactor https://ultralytics.com/actions by @pderrenger in https://github.com/ultralytics/ultralytics/pull/17701
• Update extra.js by @glenn-jocher in https://github.com/ultralytics/ultralytics/pull/17705
• Minify-html fix by @glenn-jocher in https://github.com/ultralytics/ultralytics/pull/17706
• extra.js dark mode fix by @glenn-jocher in https://github.com/ultralytics/ultralytics/pull/17707
• Benchmarks graph Javascript fix by @RizwanMunawar in https://github.com/ultralytics/ultralytics/pull/17700
• Standardize default region points by @Jerry-Kon in https://github.com/ultralytics/ultralytics/pull/17715
• ultralytics 8.3.36 unpin OpenVINO ARM install version by @adrianboguszewski in https://github.com/ultralytics/ultralytics/pull/16600

New Contributors

• @Jerry-Kon made their first contribution in https://github.com/ultralytics/ultralytics/pull/17715

Full Changelog: https://github.com/ultralytics/ultralytics/compare/v8.3.35...v8.3.36