ultralytics 8.3.107 on Python PyPI

🌟 Summary

The Ultralytics 8.3.107 release introduces key improvements for model compatibility, export functionality, and testing efficiency. 🚀

Rockchip RKNN Fix: Resolved file handling issues in torch_to_mnn by ensuring paths are properly converted to strings.
OpenVINO Compatibility: Updated OpenVINO version requirements to avoid macOS-specific issues and reverted CI runners to macOS 14 for stability.
Export Enhancements: Added standalone functions for exporting PyTorch models to ONNX and TensorRT formats, simplifying workflows for benchmarking and deployment.
Ray Tune Improvements: Introduced shorter, consistent trial names and directories for better organization during hyperparameter tuning.
BatchNorm Update: Ensured data type consistency in convolution and batch normalization fusion for improved precision.
Testing Optimization: Streamlined video download logic in solution tests, reducing unnecessary operations.

🛠️ Improved Compatibility: Enhanced support for RKNN models and resolved OpenVINO/macOS issues, ensuring smoother workflows across platforms.
📂 Simplified Export: New export utilities make it easier to convert and benchmark models in ONNX and TensorRT formats.
🔍 Better Debugging: Clearer trial naming in Ray Tune simplifies tracking and debugging during tuning processes.
⚡ Enhanced Precision: Updates to batch normalization fusion improve model stability and performance, especially for mixed-precision setups.
🚀 Efficient Testing: Optimized test logic saves time and resources, improving the development experience.

This release focuses on reliability, usability, and compatibility, making it a valuable update for developers and researchers alike. 🌟

Pin openvino<2025.0.0 to fix OpenVINO export issue on macOS by @RizwanMunawar in #20112
Use shorter trial names for Ray Tune by @Y-T-G in #20109
Revert CI runners to macOS 14 to avoid OpenVINO bug on macOS 15.4 by @glenn-jocher in #20126
Enable solutions tests for each PR by @RizwanMunawar in #20110
Add missing batchnorm dtype arg by @kstreee-furiosa in #20096
Add standalone export functions for onnx and tensorrt formats by @Laughing-q in #20074
ultralytics 8.3.107 Rockchip RKNN Autobackend fix by @Y-T-G in #20125

Full Changelog: v8.3.106...v8.3.107