In the process of photovoltaic wafer sorting, traditional algorithms struggle to effectively inspect low-contrast defects, such as contamination, or handle variations in color, resulting in substandard underkill and overkill rates. The customer urgently needs AI algorithms with good inspection results, fast speed, and strong stability to meet the inspection needs of photovoltaic silicon wafers and improve product competitiveness.