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

Table 3

Performance of some popular CNN in red kidney bean and maize test sets.

Model	Parameters (M)	Macs	Acc (red kidney bean) (%)	Acc (maize) (%)
Resnet18	11.18	1.82 G	96.72	94.48
DenseNet	6.96	2.88 G	96.07	94.65
GoogLeNet	9.94	1.51 G	95.94	94.30
ShuffleNet	2.48	301.90 M	96.85	94.48
MixNet-m	3.48	337.64 M	96.59	94.65
MobileNetv2 (Ours)	2.23	320.24 M	97.91	96.50