Table 2.
FDC-1 Model Hyper-parameters.
| Layer (Type) | Output Shape | Param # |
|---|---|---|
| Conv2D | (None, 124, 124, 24) | 624 |
| MaxPooling2D | (None, 31, 62, 24) | 0 |
| Activation | (None, 31, 62, 24) | 0 |
| Conv2D | (None, 27, 58, 48) | 28,848 |
| MaxPooling2D | (None, 6, 29, 48) | 0 |
| Activation | (None, 6, 29, 48) | 0 |
| Conv2D | (None, 2, 25, 48) | 57,648 |
| Activation | (None, 2, 25, 48) | 0 |
| Flatten | (None, 2400) | 0 |
| DropOut | (None, 2400) | 0 |
| Dense | (None, 64) | 153,664 |
| Activation | (None, 64) | 0 |
| DropOut | (None, 64) | 0 |
| Dense | (None, 6) | 650 |
| Activation | (None, 6) | 0 |
| Total Parameters: 241,174 | ||
| Trainable Parameters: 241,174 | ||
| Non-Trainable Parameters: 0 | ||