Bump ultralytics from 8.2.82 to 8.3.6

[dependabot[bot]]

Bumps ultralytics from 8.2.82 to 8.3.6.

Release notes

Sourced from ultralytics's releases.

v8.3.0 - New YOLO11 Models Release (#16539)

🌟 Summary

Ultralytics YOLO11 is here! Building on the YOLOv8 foundation with R&D by @​Laughing-q and @​glenn-jocher in ultralytics/ultralytics#16539, YOLO11 offers cutting-edge improvements in accuracy, speed, and efficiency, redefining what's possible in real-time object detection and computer vision tasks.

📊 Key Highlights

• 🚀 YOLO11 Model Unveiled: A significant upgrade over YOLOv8, YOLO11 is now the default model with enhanced architecture and optimized pipelines.
• 📚 Revamped Documentation: Clearer, more detailed guides, examples, and resources to help users transition seamlessly to YOLO11.
• 🛠️ Streamlined CI & Dockerfiles: All continuous integration files and Docker environments are optimized for YOLO11, ensuring smooth workflows.
• 🔄 Augmentation & Blocks Upgraded: New augmentations and block modules boost performance metrics across various tasks.
• 🔧 YOLO11-Specific Configurations: Tailored model configuration files to get the most out of YOLO11's advanced features.

🎯 Purpose & Impact

• Top-Tier Performance: YOLO11 delivers better accuracy with fewer parameters, enhancing real-time object detection and efficiency for your AI needs.
• Versatility in Computer Vision Tasks: Supports a broader range of tasks, including object detection, instance segmentation, pose estimation, and oriented bounding box detection, adaptable across edge to cloud environments.
• Easy Adoption: With updated resources, tutorials, and an intuitive model structure, developers can quickly adopt and maximize YOLO11's capabilities.

What's Changed

• Update test_exports.py by @​glenn-jocher in ultralytics/ultralytics#16527
• Fix hand-keypoints.yaml image counts by @​jk4e in ultralytics/ultralytics#16528
• Update Dockerfile-python by @​glenn-jocher in ultralytics/ultralytics#16529
• Use apt-get in Dockerfiles by @​glenn-jocher in ultralytics/ultralytics#16535
• ultralytics 8.3.0 YOLO11 Models Release by @​glenn-jocher in ultralytics/ultralytics#16539

Full Changelog: https://github.com/ultralytics/ultralytics/compare/v8.2.103...v8.3.0

Commits

• d90efbd ultralytics 8.3.6 improve collect_system_info (#16722)
• 4884311 Update heatmaps solution (#16720)
• e56f914 Update W&B docs. (#16708)
• e45e3b1 Auto-update Ultralytics Docs by https://ultralytics.com/actions
• 830e833 Ultralytics Code Refactor https://ultralytics.com/actions (#16712)
• 73e6861 Update workouts_monitoring solution (#16706)
• c17ddcd Update PyPI to trusted publisher (#16709)
• fe61f9d ultralytics 8.3.5 add cache=disk space and writable checks (#16696)
• 4073fa0 Fix UINT8 overflow for >255 segmentation masks (#16690)
• 0b86181 Update docker.yaml to notify on failure once (#16700)
• Additional commits viewable in compare view

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