DenseNet is introduced and integrated with the C3 module of YOLOv5s backbone network to propose the C3_DenseNet module to enhance feature transfer and prevent model overfitting. The DY-YOLOv5 algorithm is applied to the VisDrone 2019 dataset, and the mean average precision...