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. 2020 Nov 6;51(5):2777–2789. doi: 10.1007/s10489-020-01943-6

Table 1.

Number of parameters for the different layers of the CNN architecture

Layer Output dimension Parameters
Convolution 1 96 × 96 × 32 2432
Convolution 2 45 × 45 × 16 8208
Convolution 3 20 × 20 × 8 1160
Dense 1 256 205056
Dense 2 50 12850
Dense 3 (Output layer) 2 102
Total 229,808