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fix(deps): update dependency ultralytics ( 8.3.165 → 8.3.166 ) - #54

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Jul 14, 2025
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fix(deps): update dependency ultralytics ( 8.3.165 → 8.3.166 )#54
jazzlyn-bot[bot] merged 1 commit into
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renovate/ultralytics-8.x

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@jazzlyn-bot jazzlyn-bot Bot commented Jul 14, 2025

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This PR contains the following updates:

Package Type Update Change OpenSSF
ultralytics (changelog) project.dependencies patch ==8.3.165 -> ==8.3.166 OpenSSF Scorecard

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Release Notes

ultralytics/ultralytics (ultralytics)

v8.3.166: - ultralytics 8.3.166 Standardize VisDrone autodownload structure (#​21367)

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🌟 Summary

This release focuses on improving dataset handling and clarity, with a major update to the VisDrone dataset structure and conversion process, along with several refinements to dataset configurations and evaluation logic. 🗂️✨

📊 Key Changes

  • VisDrone Dataset Overhaul:
    • Standardized the folder structure for VisDrone downloads to use images/train, images/val, and images/test.
    • Enhanced the annotation conversion script to reliably generate YOLO-format labels, organized by data split.
    • Automated cleanup of original VisDrone folders after conversion for a tidier workspace.
  • Consistent Dataset Configurations:
    • Standardized folder comments and formatting across all dataset YAML files for better readability and consistency.
    • Updated the listed download size for the tiger-pose dataset to reflect its actual size (now 49.8 MB).
  • Evaluation Improvements:
    • Refined confusion matrix logic for oriented bounding box (OBB) tasks, ensuring low-confidence detections are excluded and thresholds are set appropriately.
  • Documentation Enhancement:
    • Improved contributor information in the documentation for clearer author attribution.

🎯 Purpose & Impact

  • 🧹 Cleaner Dataset Organization: The new VisDrone structure and automated cleanup make it easier for users to manage and use the dataset, reducing confusion and setup time.
  • 📁 Consistency Across Datasets: Standardized comments and formatting help both new and experienced users understand dataset structures more quickly.
  • 📏 More Accurate Evaluations: Improved handling of OBB confusion matrices leads to more reliable evaluation results, especially for advanced detection tasks.
  • 📦 Transparent Downloads: Accurate dataset size listings prevent surprises during downloads and help users plan storage needs.
  • 👥 Better Documentation: Enhanced author profiles in the docs foster community recognition and trust.

Overall, this update streamlines dataset usage, improves evaluation reliability, and enhances the user experience for both development and documentation. 🚀

What's Changed

Full Changelog: ultralytics/ultralytics@v8.3.165...v8.3.166


Configuration

📅 Schedule: Branch creation - At any time (no schedule defined), Automerge - At any time (no schedule defined).

🚦 Automerge: Enabled.

Rebasing: Whenever PR is behind base branch, or you tick the rebase/retry checkbox.

🔕 Ignore: Close this PR and you won't be reminded about this update again.


  • If you want to rebase/retry this PR, check this box

This PR has been generated by Renovate Bot.

| datasource | package     | from    | to      |
| ---------- | ----------- | ------- | ------- |
| pypi       | ultralytics | 8.3.165 | 8.3.166 |
@jazzlyn-bot
jazzlyn-bot Bot merged commit ca1ba7b into main Jul 14, 2025
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@jazzlyn-bot
jazzlyn-bot Bot deleted the renovate/ultralytics-8.x branch July 14, 2025 12:17
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