Visual inspection technology provides strong support for the new energy and new materials industry through high-precision and high-efficiency automated inspection methods, and promotes the high-quality development of the industry. As technology continues to advance, visual inspection technology will become more intelligent and autonomous, bringing more opportunities and challenges to the new energy and new materials industry.