Segmentation

[john-rocky]

This branch adds segmentation functionality to the app.

🛠️ PR Summary

_{Made with ❤️ by Ultralytics Actions}

🌟 Summary

Added instance segmentation support and UI enhancements to YOLO iOS app.

📊 Key Changes

• Integrated YOLOv8 instance segmentation models alongside existing detection models.
• Updated UI with a new segment control to toggle between detection and segmentation tasks.
• Added Colors.swift and PostProcessSegment.swift for enhanced visual display.
• Modified storyboard for improved layout and new segment control.
• Refined export script in README for model conversion and placement.

🎯 Purpose & Impact

• Enhanced Functionality: Users can now choose between object detection and segmentation for more detailed image analysis. 🖼️
• Improved UX: A revamped interface allows switching tasks easily, providing a more user-friendly experience. 🖥️
• Visual Improvements: Added color palette for segment masks, enhancing visual output. 🌈

[ambitious-octopus]

@john-rocky Can you update the README.md and specify that segmentation models should also be exported?

[john-rocky]

@ambitious-octopus
I also added conversion of the seg model to the export script in README.md.
However, for the option to download the model from GitHub Release Assets, we will need to add the seg model to your GitHub Release Assets.

[ambitious-octopus]

Now it's better, @john-rocky did you test this PR independently?

[ambitious-octopus]

Hey @john-rocky Is this ready?

[john-rocky]

@ambitious-octopus Yes, now this branch works fine.