New Release: Ultralytics v8.3.6

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:rocket: Ultralytics Release v8.3.6 Announcement

:star2: Summary

We’re excited to announce the release of Ultralytics v8.3.6! This update brings enhanced system information logging, improved training logs, and several workflow optimizations. Dive into the details below and see how these changes can benefit your projects.

:bar_chart: Key Changes

New Features

  • Detailed GPU Information: Introducing the get_gpu_info function to provide comprehensive GPU specifics.
  • Enhanced System Monitoring: The collect_system_info module now includes detailed hardware insights like disk usage.

Improvements

  • Improved Training Logs: Now logging training durations and performance metrics for clearer insights.
  • Workflow Updates: Streamlined PyPI publication workflow with trusted publishing.
  • Solutions Update: Enhanced solutions such as workout monitoring and heatmaps for easier integration.

Bug Fixes & Refactoring

  • Refactored Code: Improved readability, performance optimizations, and removal of redundancies.

:dart: Purpose & Impact

  • Enhanced Troubleshooting: More detailed hardware logging helps diagnose and optimize performance issues.
  • Improved System Efficiency: Optimized workflows and code for a more efficient and error-free system.
  • User Clarity: Better tracking of model performance and durations through enhanced logs.
  • Simplified User Experience: Easier integration of model solutions without deep technical modifications.
  • Security & Maintenance: Safer deployments with improved package publishing security.

What’s Changed

Full Changelog: v8.3.5…v8.3.6

:inbox_tray: Try It Out!

We encourage you to try out the new release and share your feedback. Your insights are invaluable in helping us improve and deliver the best possible experience.

For more details, visit the release page.

Happy experimenting! :tada: