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 |