The low efficiency of the solution and the high marginal cost are the important reasons for the difficulty in implementing technology in the field of industrial quality inspection. This equipment tackles key technical problems of deep visual perception technology and robot motion control, and develops high-efficiency detection and strong adaptive capabilities. The robot control system breaks through the information barrier between the robot perception system and the motion mechanism, and realizes the leap from the perception intelligence to the cognitive intelligence of the robot. As a separate quality inspection module, it has the characteristics of strong adaptability, high detection accuracy and fast forming of switching product technology. It is suitable for the actual needs of various manufacturing industries in China. It is a software and hardware integration system that combines rapid implementation, rapid algorithm startup and process operation. It has outstanding competitive advantages. AI dynamic shooting robot is light and convenient in overall shape. Taking 1m * 1m as the minimum unit, it improves the flexibility of the manipulator through AI enabled camera and manipulator synchronous movement mode, and realizes lightweight and flexible deployment.