SK-FMYOLOV3: A Novel Detection Method for Urine Test Strips

Table 3

Impact of different improvement strategies on model accuracy.

Strategy	Improved prediction box	Multiscale	SkNet	Average IOU
YOLOV3	✗	✗	✗	78.56
FYOLOV3	✓	✗	✗	84.34
MYOLOV3	✗	✓	✗	82.23
FMYOLOV3	✓	✓	✗	85.09
SK-FMYOLOV3	✓	✓	✓	86.57