MobileObjectDetector

Inspired by

https://developer.apple.com/documentation/vision/recognizing_objects_in_live_capture

Description

The app allows detecting objects in real-time by using compatible models*.

Optimized YOLOv5s model	Non-optimized YOLOv5s model

Side note

ANE optimized models ultralytics/yolov5#2526 will run at full speed. The structure of the model should have the following things:

• Supported layers, see reference for conversion of the YOLOv5 models https://github.com/danikkm/yolov5-coreml-tools
• Image, IoU, and confidence - input features
• Confidence and coordinates - output features

Key features

• Ability to select compute module (ANE, GPU+CPU, or CPU only)
• IoU and confidence thresholds adjustments
• Support for the front and back-facing cameras
• Ability to import .mlmodels from the Files app

TODO

• Add support for other camera modules (other than iPhone 11 and later)
• Add description view for the currently selected model by tapping on the label
• Rewrite settings view controller with native table view
• Implement edit actions in the table view, refactor