In recent years, with the development of the photovoltaic industry, the demand for automatic detection of components in China has increased. Machine vision technology is widely used in photovoltaic detection, such as electroluminescence and photoluminescence imaging, which can accurately detect defects in battery components. In addition, machine vision is also used for component packaging, process defect tracing and analysis, online quality prediction and control, etc., to improve product stability and reliability.