Real-Time Object Detection for the Running Train Based on the Improved YOLO V4 Neural Network

Table 1

Comparison of parameter numbers before and after PANet model modification.

Object detection model	Number of parameters before modifying PANet	Number of parameters after modifying PANet
MV1-YOLO-lite	41005757	12754109
MV2-YOLO-lite	39124541	10872893
MV3-YOLO-lite	40043389	11791741