PIS-YOLO: Real-Time Detection for Medical Mask Specification in an Edge Device

Table 3

Inference time on multiplatform. “ACC” denotes the inference whether to use accelerate tools.

Model	ACC	Img size	Device
			Jetson Tx2				Jetson Nano				RTX 3090
			Preprocess	Forward	Postprocess	FPS	Preprocess	Forward	Postprocess	FPS	Preprocess	Forward	Postprocess	FPS
Yolov5s-v6	√	224^2	0.268	10.049	0.061	96	0.313	15.311	0.055	64	0.036	0.517	0.009	1779
Yolov5s-HDCN	√			9.484		102		15.328		64		0.565		1639
Yolov5s-v6	×		1.456	31.980	3.564	27	1.592	46.765	8.435	18	0.081	5.896	0.501	154
Yolov5s-HDCN	×			30.519		28		46.625		18		5.999		150