Table 7 Convolutional neural network models

From: Convolutional neural network based on transfer learning for discriminating the fermentation degree of black tea

Network

FLOPs

Params

ResNet18

1.824G

11.178M

ResNet34

3.678G

21.286M

ResNet50

4.132G

23.514M

ResNet101

7.864G

42.506M

ResNet152

11.602G

58.150M

Efficientnet_v2_s

2.901G

20.181M

Efficientnet_v2_m

5.445G

52.862M

Efficientnet_v2_l

12.378G

117.238M

Dpn68

2.325G

11.716M

Dpn92

6.499G

34.862M

Convnext_tiny

4.455G

27.801M

Convnext_small

8.683G

49.415M

Convnext_base

15.345G

87.513M

Convnext_large

34.360G

196.151M

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