Table 5 Algorithm comparison.

From: Safety helmet detection methods in heavy machinery factory

Algorithm

P (%)

mAP/(%)

Floating point calculations / GFLOPs

Model Size/MB

With safety Helmet

Without safety helmet

YOLOv10

89.5

91.7

93.4

8.4

5.61

IYA

89.4

91.9

93.9

7.8

5.53