[Retracted] Image Processing and Recognition Algorithm Design in Intelligent Imaging Device System

Table 3

Comparison of detection accuracy of different categories.

Model	Backbone	Size	AP-car	AP-person	AP-bus	AP-truck	AP-aeroplane
Faster RCNN	ResNet50	—	0.88	0.86	0.85	0.83	0.83
SSD	VGG16	300 × 300	0.84	0.79	0.86	0.87	0.77
YOLOv3	Darknet53	416 × 416	0.89	0.85	0.83	0.83	0.84
YOLOv3-Tiny	—	416 × 416	0.71	0.70	0.81	0.79	0.62
Ours	MobileDarknet	416 × 416	0.89	0.85	0.86	0.89	0.87