Table 1
CNN architecture parameters.
| Layer | Output shape | Param |
|---|---|---|
| Conv2D | (None, 30, 30, 32) | 896 |
| MaxPooling2D | (None, 15, 15, 32) | 0 |
| Conv2D | (None, 13, 13, 64) | 18,496 |
| MaxPooling2D | (None, 6, 6, 64) | 0 |
| Conv2D | (None, 4, 4, 64) | 36,928 |
| Flatten | (None, 1,024) | 0 |
| Dense | (None, 64) | 65,600 |
| Dense | (None, 10) | 650 |
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