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. 2022 Jun 25;2022:4406101. doi: 10.1155/2022/4406101

Table 3.

Architecture description of the CNN-2 : convolutional neural network-1 section of the proposed system.

Layer #Kernel Kernel size #Parameter Output size
Input 0 0 0 H × W × 1
C 1 1 32 3 × 3 320 H × W × 32
C 1 2 32 3 × 3 9248 H × W × 32
C 2 1 32 3 × 3 18496 H/2 × W/2 × 32
C 2 2 48 3 × 3 27696 H/2 × W/2 × 48
C 2 3 32 3 × 3 27712 H/2 × W/2 × 32
C 3 1 64 3 × 3 73856 H/4 × W/4 × 64
C 3 2 48 3 × 3 73792 H/4 × W/4 × 48
C 3 3 64 3 × 3 36928 H/4 × W/4 × 64
Total number of parameters in CNN-2: 268048