Analysis of Improved YOLO Algorithm in English Translation

Table 2

Model structure performance comparison.

Model	Average test time (s)	Average accuracy (%)	mAP (%)
Caltech			72.3
VPGNet			88.4
YOLOV3-107	0.021	8.9	84.4
YOLOV3-101	0.019	0	89.8
YOLOV3-K-107	0.021	2.2	91.4
YOLOV3-K-101	0.019	0	95.3