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[glenn-jocher]

🛠️ PR Summary

_{Made with ❤️ by Ultralytics Actions}

🌟 Summary

A performance comparison image for YOLO models has been added to the assets repository.

📊 Key Changes

• 🖼️ Added a new file: performance-comparison.png to the yolo directory.

🎯 Purpose & Impact

• 📈 Visualization Aid: This image provides a clear visual comparison of the performance metrics for different YOLO models, helping users quickly evaluate efficiency and accuracy.
• 🔍 Enhanced Understanding: By including graphical performance data, users and developers can make more informed decisions when selecting YOLO models for their projects.

[UltralyticsAssistant]

👋 Hello @glenn-jocher, thank you for submitting an ultralytics/assets 🚀 PR! To ensure a seamless integration of your work, please review the following checklist:

• ✅ Define a Purpose: Clearly explain the purpose of your update in your PR description, and link to any relevant issues. Ensure your commit messages are clear, concise, and adhere to the project's conventions.
• ✅ Synchronize with Source: Confirm your PR is synchronized with the ultralytics/assets main branch. If it's behind, update it by clicking the 'Update branch' button or by running git pull and git merge main locally.
• ✅ Ensure CI Checks Pass: Verify all Ultralytics Continuous Integration (CI) checks are passing. If any checks fail, please address the issues.
• ✅ Update Documentation: Update the relevant documentation for any new or modified features. In this case, ensure that the inclusion of performance-comparison.png is properly referenced in the necessary documents.
• ✅ Add Tests: If applicable, include or update tests to cover your changes, and confirm that all tests are passing.
• ✅ Sign the CLA: Please ensure you have signed our Contributor License Agreement if this is your first Ultralytics PR by writing "I have read the CLA Document and I sign the CLA" in a new message.
• ✅ Minimize Changes: Limit your changes to the minimum necessary for your update. "It is not daily increase but daily decrease, hack away the unessential. The closer to the source, the less wastage there is." — Bruce Lee

For more guidance, please refer to our Contributing Guide. This is an automated response, but an Ultralytics engineer will assist you soon as well! Don’t hesitate to leave a comment if you have any questions. Thank you for enhancing our visual data representation with your contribution! 🌟📊🖼️