[Retracted] Insulator and Burst Fault Detection Using an Improved Yolov3 Algorithm

Table 2

Experimental results.

Model	Defect	Insulator	mAP (%)	FPS
Faster RCNN	89.30	90.52	89.91	27.0
Yolov3	85.65	89.91	88.28	46.3
SSD	81.68	88.28	84.98	45.3
Yolov4	86.33	88.43	87.38	46.0
Centernet	81.33	87.90	84.62	44.2
Document 17	90.33	91.36	90.85	17.9
Document 18	87.68	90.75	89.22	40.9
Yolov3-CK	90.97	92.37	91.67	47.9