Research Article

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

Table 1

Prior anchor box scales.

Feature map scaleAnchor box size
Anchor 1Anchor 2Anchor 3

Small scale(11.09,18)(21.5,30.8)(30.8,43)
Middle scale(38.1, 60)(52.3, 73.6)(63,103.3)
Large scale(89.2, 135)(120, 207.5)(209.4, 324)