rmutt

PCB defect inspection station — YOLO detection matched against a reference profile to give PASS/FAIL verdicts with missing, wrong and extra components. PyQt6 desktop app with live camera. RMUTT project.

ESP32-CAM AI Vision Workshop for RMUTT — build intelligent camera systems with ESP32-CAM and Generative AI (Gemini / Claude)

YOLO26 / RF-DETR object detection for electronic components on printed circuit boards — dataset merging, board-level split leakage analysis, FPIC preprocessing A/B, and an MLX vs MPS benchmark on Apple Silicon. RMUTT project.