Skip to main content
. 2023 Sep 29;13:16364. doi: 10.1038/s41598-023-43482-3

Table 2.

Overview on all metrics of the three models YOLOv5n, YOLOv5s, and YOLOv7t.

Number parameters (m) CPU inference [sec/img] GPU inference [sec/img] Conf. & IoU Threshold Overall accuracy Precision Recall False positive rate IoU
YOLOv5n 1.9 0.1893 0.0552 0.2 & 0.5 0.9450 0.8427 0.8305 0.0309 0.7831
YOLOv5s 7.2 0.4833 0.0554 0.3 & 0.6 0.9624 0.9088 0.8692 0.0209 0.8052
YOLOv7t 6.2 0.4047 0.0734 0.1 & 0.3 0.9508 0.8449 0.8907 0.0283 0.8026