A Block-Based and Highly Parallel CNN Accelerator for Seed Sorting

Table 7

The real-time performance compared with the previous works.

Design	Platform	Network	Input size	FPS
[61]	ZYNQ7020	MobileNetV2 ()	224	11
[62]	ZYNQ7045	MobileNetV2 ()	224	0.35
		MobileNetV2 ()	224	1.38
		MobileNetV2 ()	224	5.52
Ours	ZYNQ7020	MobileNetV2 ()	224/32	17/41
		MobileNetV2 ()	224/32	29.4/83

MobileNetV2 : represents the width multipliers of the model. The width multipliers range from 0.25 to 1.0, where 1.0 is the base model.