ultralytics 8.2.45

v8.2.45 - `ultralytics 8.2.45` Fix YOLOv8 `augment` inference (#14017)

on Python PyPI

🌟 Summary

Ultralytics v8.2.45 enhances model training guidance and prediction functionalities.

📊 Key Changes

• Documentation Enhancements:

  • Improved explanations in model training tips including batch size adjustment, early stopping, and training environments.
  • Consistent use of contractions for a more conversational tone.

• Code Updates:

  • Updated model prediction test to include an augmentation parameter.
  • Small enhancement to internal model prediction function to check for 'end2end' attribute.

• Contributor Update:

  • Added a new contributor to the repository (zhixuwei).

🎯 Purpose & Impact

• Documentation Clarity 💡:

  • Purpose: Simplifies complex training concepts for better user understanding.
  • Impact: Users can more easily optimize their model training, leading to better model performance and resource utilization.

• Enhanced Testing ✅:

  • Purpose: Ensures robustness in handling batch predictions with image augmentations.
  • Impact: Enhances the reliability of prediction outputs, providing users with more dependable results.

• Inclusivity & Acknowledgment 🌐:

  • Purpose: Update contributor list, recognizing ongoing community support.
  • Impact: Encourages more community contributions by fostering a welcoming environment.

What's Changed

• ultralytics 8.2.45 Fix YOLOv8 augment inference by @Laughing-q in #14017

Full Changelog: v8.2.44...v8.2.45