Abstract: This paper presents an edge-deployable, real-time adaptive traffic light control system designed for complex and undisciplined urban traffic environments. The system integrates computer ...

Abstract: Weld defect detection is vital for ensuring structural integrity, but challenges like noise and low contrast in weld images often hinder accuracy. The traditional manual inspection methods ...