QNN cover update

[glenn-jocher]

🛠️ PR Summary

_{Made with ❤️ by Ultralytics Actions}

🌟 Summary

🖼️ This PR appears to update a documentation/media asset in ultralytics/assets, specifically the docs/qnn_cover.avif image used for docs or visual presentation.

📊 Key Changes

• Updated the auto-generated/asset file docs/qnn_cover.avif.
• No source code changes or functional logic changes were included in the provided diff.
• The change is limited to a documentation or visual asset refresh.

🎯 Purpose & Impact

• Improves or refreshes the visual appearance of documentation/content 🎨
• Likely supports clearer branding, presentation, or topic-specific docs coverage.
• No expected impact on APIs, model behavior, training, inference, or user workflows ✅
• Safe, low-risk change for users since it appears to affect only a static asset.

📋 Skipped 1 file (lock files, generated, images, etc.)

• docs/qnn_cover.avif

[UltralyticsAssistant]

👋 Hello @glenn-jocher, thank you for submitting a ultralytics/assets 🚀 PR! This is an automated message to help with review readiness—an engineer will assist you shortly.

To ensure a seamless integration of your work, please review the following checklist:

• ✅ Define a Purpose: Clearly explain the purpose of your fix or feature in your PR description, and link to any relevant issues. Ensure your commit messages are clear, concise, and adhere to the project's conventions.
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• ✅ 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.
• ✅ Add Tests: If applicable, include or update tests to cover your changes, and confirm that all tests are passing.
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[UltralyticsAssistant]

🔍 PR Review

_{Made with ❤️ by Ultralytics Actions}

All 1 changed files are generated/vendored (skipped review)

📋 Skipped 1 file (lock files, generated, images, etc.)

• docs/qnn_cover.avif

[UltralyticsAssistant]

Merged! 🎉 Thanks @glenn-jocher for the thoughtful refresh to docs/qnn_cover.avif—small visual improvements like this go a long way in making the docs feel clearer, sharper, and more polished for everyone.

“Details make perfection, and perfection is not a detail.” — Leonardo da Vinci

This update is a great example of how even a single asset improvement can strengthen presentation and elevate the overall documentation experience. Really appreciate the care behind it.