v8.3.0 - Add YOLO11 CoreML Models (#71)

🌟 Summary

The Ultralytics YOLO iOS app v8.3.0 introduces significant advancements, highlighted by support for the new YOLO11 models, automated GitHub release workflows, and enhancements in orientation handling and community integration.

📊 Key Changes

• Model Updates with YOLO11:
  Updated the app to replace YOLOv8 with the newly released YOLO11 models, improving accuracy and performance for real-time object detection.
  • New iOS requirement: iOS 16.0 (upgraded from 14.0).
  • Expanded customization options with added bounding box colors.
• GitHub Release Automation:
  Added a tag.yml workflow for streamlined version tagging and release creation. It includes mechanisms for avoiding duplicate tags and supports detailed automated summaries for releases.
• Improved Orientation Handling:
  • Full support for Landscape and Portrait modes, ensuring the UI and detection boxes adapt seamlessly to screen orientation.
  • Introduced dynamic adjustment to the camera’s orientation during video capture.
• Formatting and Code Quality:
  • Added Swift code formatting and support for YAML, JSON, CSS, and Markdown consistency.
• Documentation & Community Updates:
  • Documents updated to reflect YOLO11 models.
  • Added Reddit and Discord badges to README for increased community engagement.

🎯 Purpose & Impact

• Enhanced Detection Capabilities:
  The adoption of YOLO11 models significantly improves detection accuracy and user engagement through a smoother application experience.
• Future-proof Compatibility:
  The requirement for iOS 16.0 ensures the app leverages the latest Apple ecosystem features while maintaining optimal performance.
• Streamlined Development Workflow:
  Automated tagging and formatting workflows reduce manual overhead for developers, ensuring consistent and reliable releases for users.
• Improved User Accessibility and Engagement:
  The orientation updates, colorful bounding boxes, and enhanced documentation improve usability and visual clarity, while badges make it easier to join discussions or get support.

🚀 Overall, v8.3.0 modernizes the YOLO iOS app with cutting-edge technology, better community connectivity, and streamlined development processes. Happy detecting! 🎉

What's Changed

• Fix app store URL by @glenn-jocher in #5
• Update README.md code example by @glenn-jocher in #6
• Add Discord Badge by @glenn-jocher in #8
• Update format.yml by @glenn-jocher in #14
• Update Ultralytics YouTube URL by @glenn-jocher in #24
• Fix share button by @john-rocky in #23
• Code Refactor ruff check --fix --extend-select I by @glenn-jocher in #33
• Update cla.yml by @glenn-jocher in #34
• Ultralytics Code Refactor https://ultralytics.com/actions by @glenn-jocher in #35
• Fix HUB link https://ultralytics.com/hub by @glenn-jocher in #36
• Update README.md by @glenn-jocher in #40
• Add Discourse at https://community.ultralytics.com by @glenn-jocher in #41
• Update format.yml by @glenn-jocher in #51
• Update format.yml by @glenn-jocher in #52
• Enable Swift formatting in Ultralytics Actions by @glenn-jocher in #54
• Run new Swift formatting by @glenn-jocher in #55
• Add new Landscape Mode feature to App by @john-rocky in #32
• Ultralytics Actions JSON, CSS and autolabel support by @UltralyticsAssistant in #57
• Add https://www.reddit.com/r/Ultralytics/ badge by @glenn-jocher in #59
• Ultralytics Code Refactor https://ultralytics.com/actions by @UltralyticsAssistant in #61
• Ultralytics Code Refactor https://ultralytics.com/actions by @UltralyticsAssistant in #62
• Add YOLO11 models to iOS App by @john-rocky in #64
• Update format.yml by @glenn-jocher in #69
• Create tag.yml by @glenn-jocher in #71

New Contributors

• @john-rocky made their first contribution in #23
• @UltralyticsAssistant made their first contribution in #57

Full Changelog: v8.2.0...v8.3.0