DWCA-YOLOv5: An Improve Single Shot Detector for Safety Helmet Detection

Table 3

Comparison of results of different detection models.

Network model	/%	/%	Model parameters/	mAP/%
YOLOv5s	76.4	92.5	7.26	92.7
DWCA-YOLOv5-backbone	82.5	95.4	7.27	95.9
DWCA-YOLOv5-neck	70.9	93.7	7.26	91.6
DWCA-YOLOv5-prediction	72.5	92.8	7.27	92.4