Multiscale Object Detection Method for Track Construction Safety Based on Improved YOLOv5

Table 1

Experimental platform configuration.

Experimental environment	Experimental side	Deployment side
Framework	PyTorch 1.7.1	PyTorch 1.7.1
Data processing	Python 3.8.5	Python 3.8.5
Operating system	Windows 10	Windows server
CPU	17–9700K 3.6 GHz	E5_4607 2.6 GHz
GPU	NVIDIA GTX1660Ti	—
GPU processor	CUDA10.1, cudnn7.6	—