ultralytics 8.2.93 on Python PyPI

🌟 Summary

The v8.2.93 update introduces enhanced model loading security with the addition of new SafeClass and SafeUnpickler classes.

Safe Model Loading: Implemented secure loading mechanisms with SafeClass and SafeUnpickler to safeguard against unknown classes.
Version Update: Incremented to version 8.2.93.
Documentation and Workflow Improvements: Updated documentation for multiple processes and simplified GitHub workflow interactions.
Dependency Update: Upgraded onnxslim to version 0.1.34 for improved export functionality.
Code Optimization: Streamlined code for speed estimation and queue management, removing unnecessary parameters.
NMS Flexibility: Enabled agnostic non-maximum suppression (NMS) in various validation processes.

Increased Security: Enhances safety during model loading by preventing the execution of unverified code, which is crucial for maintaining system integrity. 🔒
User Experience: Simplifies onboarding and interactions for developers contributing to the project. 🤝
Improved Compatibility: The updated onnxslim version ensures better model export compatibility and performance optimization. ⚙️
Efficiency and Clarity: Refactored code improves performance, reduces complexity, and makes the system more maintainable and user-friendly. 🏎️
Enhanced Model Handling: Adding robust mechanisms for model loading and validation ensures sustained backward compatibility while offering advanced functionality. 🛡️

Deprecate .github/workflows/greetings.yml by @glenn-jocher in #16245
Update format.yml by @glenn-jocher in #16255
Add discussions to format.yml by @glenn-jocher in #16257
Fix inaccuracies in OBB docs by @Y-T-G in #16253
Update Tracker Docs by @glenn-jocher in #16262
Add https://youtu.be/GIrFEoR5PoU to docs by @RizwanMunawar in #16264
Update onnxslim==0.1.34 by @inisis in #16265
Optimize speed estimation solution by @RizwanMunawar in #16254
Allow agnostic NMS in validation for OBB, Pose, Segment and NAS by @Y-T-G in #16251
Optimize queue solution by @RizwanMunawar in #16246
ultralytics 8.2.93 new SafeClass and SafeUnpickler classes by @UltralyticsAssistant in #16269

Full Changelog: v8.2.92...v8.2.93