Contents: Abstract 0. Introduction 1. Related Work 2. System Design and Implementation 3. Experimental Results and Analysis 4. Conclusion References     Abstract To address the challenges of high computational cost and poor adaptability in complex environments when detecting printed circuit board (PCB) defects on edge devices, a lightweight automatic detection...