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. 2021 Mar 12;21(6):2009. doi: 10.3390/s21062009

Table 5.

Architecture of the convolutional neural network (CNN) used for classification.

Layer Dimension
Convolution 2D (222, 222, 128)
Convolution 2D (220, 220, 32)
Max pooling (109, 109, 32)
Convolution 2D (107, 107, 16)
Convolution 2D (105, 105, 32)
Max pooling (52, 52, 32)
Convolution 2D (50, 50, 16)
Max pooling (24, 24, 16)
Flatten 9216
Dense 145
Dense 75
Dense Number of classes