With the rapid development of AI artificial intelligence technology, AI intelligent detection technology has gradually begun to be applied in the industrial field, and has been widely used in 3C electronics, medicine, automobiles, new energy and other industries, and its combination with traditional algorithms can achieve high-precision appearance detection of defective products. The self-developed deep learning platform algorithm and software are simple in operation and deployment, easy to use, and reliable in production line production inspection.