Table 1 The architecture of FCNN-based spectral extractor.

From: Fully connected-convolutional (FC-CNN) neural network based on hyperspectral images for rapid identification of P. ginseng growth years

Layer

Layer shape (output shape)

Weights number

Input

(None, 396)

0

Dense

(None, 512)

203,264

Dropout

(None, 512)

0

Dense

(None, 1024)

525,312

Dropout

(None, 1024)

0

Dense

(None, 512)

524,800

Dropout

(None, 512)

0

Dense

(None, 128)

65,664

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