Anthropic's Claude Desktop App Installs Undisclosed Native Messaging Bridge
Summary
This article provides a detailed, hands-on exploration of building an on-device ML pipeline to detect bullet holes and score shooting targets. It blends traditional image processing with modern ML techniques (Vision, OpenCV, YOLOv8, CoreML) and discusses the challenges of geometry, perspective, and offline deployment to a practical iOS app.