Abstract: This paper develops a closed-loop intelligent monitoring experimental platform based on target detection and tracking. The platform organically integrates the moving target detection algorithm based on machine vision, the target detection framework and the target tracking algorithm based on deep learning to build a closed-loop intelligent monitoring method. On the basis of intelligent image processing, the experimental platform further integrates the interface design and integrated the function of mail sending, forming a monitoring platform suitable for indoor and outdoor intelligent monitoring. The development of the experimental platform integrates machine vision, artificial intelligence, interface design and communication technology, reflecting the innovation of the experimental system, and is conducive to cultivating the exploration ability, practical ability and innovation ability of information engineering students.