Research Article

Detection of Surface Defects of Magnetic Tiles Based on Improved YOLOv5

Table 2

Experimental platform.

OSUbuntu 18.04 LTS
HardwareIntel® Core i7-9700K CPU @ 3.60 GHz
Nvidia GeForce RTX 2070 8 GB
SoftwarePyTorch 1.9.0, CUDA 11.2