Detection and Counting Method of Pigs Based on YOLOV5_Plus: A Combination of YOLOV5 and Attention Mechanism

Table 10

Comparison of recall, precision, [email protected], and [email protected]:.95 in methods.

Algorithms	Recall	Precision	[email protected]	[email protected]:.95	F1-score
YOLOV3	0.971	0.989	0.992	0.725	0.980
YOLOV4	0.988	0.835	0.992	0.717	0.905
YOLOV5x_Plus	0.996	0.989	0.994	0.796	0.992