Research Article

Safety Helmet-Wearing Detection System for Manufacturing Workshop Based on Improved YOLOv7

Table 1

YOLOv7 network structure.

YOLOv7Function/module

InputData augmentation, adaptive anchor, and adaptive image scaling
BackboneCBS, ELAN, and MP
HeadCBS, SPPCSPC, ELAN-W, MP, Upsample, and REP_CONV
LossCIoU