Table 2. All metrics of CNN models.

CNN Model	TP	TN	FP	FN	Acc.	Pre.	Rec.	F1 S.
Classic Faster R-CNN	14849	0	3339	5873	0.617	0.816	0.717	0.763
Classic MobileNet	12532	0	3752	8190	0.512	0.770	0.605	0.677
Classic YOLOv4	17875	0	2020	2847	0.786	0.898	0.863	0.880
Classic YOLOv5	19302	0	924	1420	0.892	0.954	0.931	0.943
Classic YOLOv7	17078	0	2780	3644	0.727	0.860	0.824	0.842