Intelligent visual perception technology. Using the perception scheme of 3D laser vision, the perception distance, accuracy and space are greatly improved, and the environment semantic map (object-based SLAM) is generated. The learning of fork targets, obstacles, and the observation of the pick-and-place space can judge the status of the object in real time. , which provides data reference for adaptive operation and autonomous obstacle avoidance.