Add tasks

[john-rocky]

🛠️ PR Summary

_{Made with ❤️ by Ultralytics Actions}

🌟 Summary

This PR upgrades the Ultralytics YOLO iOS app to support the enhanced YOLOv11 models and introduces multi-tasking features like classification, segmentation, and pose estimation.

📊 Key Changes

• YOLOv11 Model Integration: Replaces YOLOv8 with YOLOv11 models to improve object detection precision and performance.
• Multi-Task Support:
  • Adds new functionalities: classification, segmentation, and pose estimation.
  • Task-specific UI updates and overlays for a streamlined user experience.
• Model UI Enhancements:
  • Updated segmented controls to switch between models and tasks dynamically.
  • Separate configurations for supported tasks like bounding boxes, masks, and pose keypoints visualization.
• Improved Framework and Compatibility:
  • Updated IPHONEOS_DEPLOYMENT_TARGET to iOS 16.
  • Added new Swift utilities for classification (Classify.swift), segmentation (Segment.swift), pose estimation (Pose.swift), and CoreML model management (CoreML.swift).

🎯 Purpose & Impact

• Purpose:
  • Introduces cutting-edge YOLOv11 models, enhancing model accuracy and performance.
  • Exceeds simple object detection by supporting classification, segmentation, and pose tasks, making the app more versatile for different use cases.
• Impact:
  • Users benefit from a comprehensive AI experience, allowing for flexible AI tasks directly on their iOS devices.
  • Developers can now expand applications to leverage multi-task capabilities with user-friendly interfaces.
  • The app's extended functionality sets the stage for more advanced and complex AI-driven applications. 🚀

[UltralyticsAssistant]

👋 Hello @john-rocky, thank you for submitting a ultralytics/yolo-ios-app 🚀 PR! To ensure a seamless integration of your work, please review the following checklist:

• ✅ Define a Purpose: Make sure your PR clearly explains the purpose of your changes and links to any relevant issues in the description. Your commit messages should be clear, concise, and follow the repository's conventions.
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• ✅ Minimize Changes: Keep changes concise and limited to what is essential for your improvement or feature addition. "Simplicity is the ultimate sophistication." — Leonardo da Vinci

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⚙️ Automated Details: This response was generated automatically to assist with your contribution. An Ultralytics engineer will follow up on your PR soon to provide further feedback and support! 🚀