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Table 1 The parameters of pretrained models to build pumpkin seed classification models

From: Classification of multi-year and multi-variety pumpkin seeds using hyperspectral imaging technology and three-dimensional convolutional neural network

Transfer model

Vgg16

Vgg19

ResNet50

ResNet101

InceptionV3

Xception

Input image size

224 \(\times\) 224 \(\times\) 3

299 \(\times\) 299 \(\times\) 3

Transfer model

layers n

16

19

50

101

46

36

Freeze Transfer model layers k

11

15

40

91

44

36

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Plant Methods

ISSN: 1746-4811