The AI vision system quality sorting machine is composed of modules such as visual imaging system, software control system, etc. When the detected object enters the camera's field of view, high-tech photography will be carried out. Through the registration algorithm system, a complete characteristic of the detected object will be obtained. AI algorithm is used for attribute recognition, which can sort and eliminate the quality of the detected product. It can also sort the product at multiple levels to achieve classification data recording, facilitating enterprise big data statistics and process improvement.