Table 4 Comparison of the best accuracy and the number of parameters of each model without pruning.

From: Sunflower seeds classification based on sparse convolutional neural networks in multi-objective scene

Model

Best accuracy (%)

The number of parameters (M)

LeNet5

83.61

0.062

AlexNet

83.89

57.01

ResNet18

86.94

11.17

DenseNet121

89.72

6.96

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