🌟 Summary

The release of v8.2.103 focuses on improving cross-platform compatibility and performance evaluation through enhancements in continuous integration (CI) workflows and benchmarking functionalities.

📊 Key Changes

• CI Workflow Update: Extended to include Windows (windows-latest) in addition to existing platforms for broader testing coverage.
• Version Bump: Upgraded from version 8.2.102 to 8.2.103.
• Benchmark Function Improvements: Introduced an eps parameter to prevent division by zero, improved error handling, and enriched documentation with practical examples.
• Class Enhancements: Enhanced readability and structure of class methods concerning model profiling and benchmarking tasks.

🎯 Purpose & Impact

• Wider Testing: Incorporating Windows into CI processes increases cross-platform reliability by identifying operating system-specific issues earlier. 🖥️
• Improved Stability: The new eps parameter safeguards against potential errors in benchmark calculations, enhancing the robustness of results. 🏅
• Better Documentation: Providing clearer examples and improved documentation helps users more effectively utilize and understand benchmarking and profiling functions. 📘

These updates collectively aim to streamline development processes, improve platform compatibility, and ensure more accurate and reliable model profiling for users and developers alike.

What's Changed

• Update mkdocs.yml with Hand Keypoints link by @RizwanMunawar in https://github.com/ultralytics/ultralytics/pull/16515
• Update JSONDict for PosixPath to String by @glenn-jocher in https://github.com/ultralytics/ultralytics/pull/16522
• Removing cpu-info persistence for Docker images by @ambitious-octopus in https://github.com/ultralytics/ultralytics/pull/16470
• ultralytics 8.2.103 Windows Benchmarks CI by @glenn-jocher in https://github.com/ultralytics/ultralytics/pull/16523

Full Changelog: https://github.com/ultralytics/ultralytics/compare/v8.2.102...v8.2.103