VisionAI-Based Camshaft Angle Detection System
Developed an industrial machine vision solution for automated camshaft angle measurement and validation.
PythonOpenCVYOLOv8PyQtSnap7PLC Trigger
Real-time image processing
PLC-triggered inspection
PASS/FAIL decision system
Operator dashboard
Equipment health monitoring
Industrial deployment architecture
Architecture
Industrial cameras acquire synchronized frames, Python/OpenCV performs feature extraction and angle validation, a PyQt HMI displays operator decisions, and Snap7 exchanges trigger/result states with the PLC.
Production Value
Reduced manual judgement from the inspection flow and created a repeatable PASS/FAIL decision path suitable for production use.
