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. 2023 Aug 3;18(8):e0286506. doi: 10.1371/journal.pone.0286506

Table 3. Components of the proposed CNN model applied on the VMD data.

Layer No. of Layers Layer Size No. of Kernels Kernel Features
Input Layer 1 512 × 512 × 3 - -
Convolution/ReLU 3 3 × 3 32 Same Padding
Pooling Layer 1 2 × 2 32 No Padding
Convolution/ReLU 3 3 × 3 64 Same Padding
Pooling Layer 1 2 × 2 64 No Padding
Convolution/ReLU 3 3 × 3 128 Same Padding
Pooling Layer 1 2 × 2 128 No Padding
Convolution/ReLU 3 3 × 3 256 Same Padding
Pooling Layer 1 2 × 2 256 No Padding
Convolution/ReLU 2 3 × 3 512 Same Padding
Pooling Layer 1 2 × 2 512 No Padding
Convolution/ReLU 1 3 × 3 1024 Same Padding
Pooling Layer 1 2 × 2 1024 No Padding
Fully Connected/ ReLU 3 128, 64, 32,16 1 -
Fully Connected 1 2 1 -
Softmax/Classification 1 1 -