Design and implementation of target detection and tracking system based on deep learning

Based on deep learning, this paper designs an intelligent monitoring system that can realize human flow statistics and two-way counting. First of all, in order to allow the model to better identify targets with target occlusion and scale feature changes, the CrowdHuman pedestrian data set with a large number and density is selected, and optimized YOLOv5 target detection model is obtained through t...