Research on Real-Time Multiple Single Garbage Classification Based on Convolutional Neural Network

Table 3

Data comparison.

Mode	Time	Acc	Params (M)	FLOPs (G)
AlexNet	19 min 28 s	0.675	54.4	0.71
VGG16	62 min 55 s	0.671	128.1	1.68
ResNet18	26 min 41 s	0.864	10.7	1.82
MobileV2	41 min 60 s	0.857	2.1	0.32
SuffleV2	47 min 11 s	0.874	5.1	0.59
GAF_dense	24 min 41 s	0.921	0.1	0.31