Real-Time Identification of Nonstandard Thermal Inkjet Codes on the Surface of Hot-Rolled Steel Sheets in Complex Environments

Table 4

Comparison of different deep learning detection models.

Network	mAP (%)	FPS
Faster-RCNN	95.76	12
YOLO-tiny	97.11	38
YOLO-v3	99.58	25
Lightweight YOLO (CNN)	95.58	55
Lightweight YOLO (DCN)	99.54	54