ultralytics 8.2.32

v8.2.32 - `ultralytics 8.2.32` Apple MPS device Autobatch handling (#13568)

on Python PyPI

🌟 Summary

The Ultralytics release v8.2.32 includes several documentation updates and minor code adjustments, focusing on enhancing usability and information clarity.

📊 Key Changes

• NVIDIA Jetson Documentation: Updated docker image tags for better clarity and compatibility (jp5 and jp4 replaced with jetpack5 and jetpack4).
• Object Blurring & Cropping Guides: Added embedded YouTube videos for visual walkthroughs.
• Version Increment: Updated system version from 8.2.31 to 8.2.32.
• Logging Improvement: Enhanced logging output for YAML files to handle wide text better.
• AutoBatch Updates: Improved handling and messaging when running on non-CUDA devices (CPU/MPS).

🎯 Purpose & Impact

• Enhanced Clarity: The updated docker image tags make it clearer which JetPack versions are supported.
• Easier Learning: Embedded YouTube videos in guidelines help users better understand object blurring and cropping features visually.
• Better User Experience: Logging enhancements facilitate more readable outputs, especially for complex YAML files.
• Improved Flexibility: Allowing AutoBatch to gracefully fall back on default batch sizes when running on CPUs or MPS ensures smoother operation across different hardware setups.

These updates aim to improve user experience, making the tools more accessible and easier to use across various platforms and hardware. 🚀