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

Table 2

Comparison of different model algorithms.

Model	Backbone	Size	mAP/%	FPS	Number of references/M
Faster RCNN	ResNet50	—	79.51	10	137.1
SSD	VGG16	300 × 300	76.80	47	33.1
YOLOv3	Darknet53	416 × 416	78.25	45	61.6
YOLOv3-Tiny	—	416 × 416	65.24	191	5.9
Ours	MobileDarknet	416 × 416	80.22	79	10.8