The wafer scratch AOI inspection machine is mainly used for detecting obvious scratch defects such as missed scratches, defocusing, uncut, and bicrystals on the core grains on the Disco ring after wafer splitting machine processing. Through Machine Vision defect detection, the presence or absence of the above defects can be detected to distinguish between good and defective products, reduce manual labor, and improve detection efficiency.