Bump ultralytics from 8.3.39 to 8.3.58

[dependabot]

Bumps ultralytics from 8.3.39 to 8.3.58.

Release notes

Sourced from ultralytics's releases.

v8.3.43 - PyPI publishing security fix

🌟 Summary

Ultralytics v8.3.43 introduces vital updates to improve workflow stability, inference flexibility, documentation accuracy, and fix a critical security issue related to PyPI publishing. 🚀

📊 Key Changes

• PyPI Security Fix: Ensures secure publication workflow for the Ultralytics package. 🔒
• Batch Processing: Added a batch parameter to predict() for faster processing of large datasets or videos. 🏎️
• Segmentation Enhancement: Adjusted output handling for segmentation tasks to address class name issues and improve robustness. 🛠️
• Improved Examples: Simplified heatmap and queue management examples for clearer usage. 📖
• Dynamic Benchmarking: Made version control for Raspberry Pi benchmarks easier in docs. 🔄
• YouTube Tutorial Link: Added a direct video link in tutorial.ipynb for enhanced learning. 🎥
• Documentation Updates: Fixed and updated links, added a homepage footer link, and improved accuracy in various docs. 🌐
• Bug Fix: Resolved an integer conversion issue in xyxy2xywhn for accurate results. 🐛

🎯 Purpose & Impact

• Secure Publishing: Protects the integrity of updates published on PyPI, safeguarding against potential threats. ✔️
• Faster Inference: The new batch parameter enables higher throughput, particularly valuable for power users with demanding workloads. 🚀
• Better Segmentation: Improved handling of segmentation workflows reduces errors, enhancing reliability for users working on complex datasets. ✅
• User-Friendly: Clearer examples and accurate docs reduce entry barriers and enhance the learning experience for beginners. 📘
• Streamlined Workflow: Innovations in dependency and workflow management make development and contribution processes smoother for maintainers. 🤝
• Learning Resources: A new tutorial video provides a practical guide to using Ultralytics YOLO models with Colab, bridging knowledge gaps for users. 🎬

This release balances technical fixes and documentation improvements, making it more robust, user-friendly, and secure! 🎉

What's Changed

• Update mkdocs.yml homepage by @​glenn-jocher in ultralytics/ultralytics#17924
• Add batch to list of predict() arguments by @​Y-T-G in ultralytics/ultralytics#17979
• Add https://youtu.be/ZN3nRZT7b24 to tutorial.ipynb by @​RizwanMunawar in ultralytics/ultralytics#17875
• Improve docs for Ultralytics version in benchmarks by @​lakshanthad in ultralytics/ultralytics#17925
• ultralytics 8.3.42 update AutoBackend names placeholder by @​Laughing-q in ultralytics/ultralytics#17970
• Update CLI message by @​RizwanMunawar in ultralytics/ultralytics#18041
• Update functions description by @​RizwanMunawar in ultralytics/ultralytics#18050
• Fix np.empty_like function input type by @​RizwanMunawar in ultralytics/ultralytics#18049
• ultralytics 8.3.43 PyPI publishing security fix by @​glenn-jocher in ultralytics/ultralytics#18052

Full Changelog: ultralytics/ultralytics@v8.3.40...v8.3.43

Commits

• 00aefd7 ultralytics 8.3.58 Use uint8 type for TensorRT Profile (#18327)
• 3f4b656 Create .dockerignore (#18534)
• bf4874c Add multi_scale training argument to docs (#18531)
• e336d87 Update yolov8 to yolo11 in tensorrt.md (#18513)
• ed9fb82 Add https://youtu.be/K69DUpSBNdA to docs (#18507)
• 7e4416f ultralytics 8.3.57 Support is_jetson() and is_raspberrypi() in Docker i...
• 1f1f355 Add export args to model metadata (#18472)
• 990424c Add visualize_image_annotations function (#18430)
• 7f1a50e PyCharm Code and Docs Inspect fixes v1 (#18461)
• 126867e Fix explorer.md python codeblocks (#18471)
• Additional commits viewable in compare view

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[dependabot]

Superseded by #90.