The Electrode Cap Inspection Machine is a low-cost, high-efficiency, fully automated intelligent inspection product that replaces manual labor. It uses machine vision to capture the surface images of electrode caps and analyzes image data through intelligent algorithms to automatically identify the surface condition of the caps. Based on production standard thresholds, it determines whether the caps are qualified, effectively reducing time and labor costs, increasing work efficiency, and lowering costs while improving productivity on the production line.