Yanxiong Yang

Lightweight recognition network for dense crowd images based on YOLO11

In response to the challenges faced by autonomous driving and crowd flow monitoring systems in dense occlusion crowd detection, as well as the low accuracy and high computational cost of other detection algorithms, an improved lightweight dense crowd detection model named MGN-YOLO based on YOLO11 is proposed. The model...