Table 1.
Features extraction model summary.
| Layer name | Output shape |
|---|---|
| Input Layer | (224, 224, 3) |
| Conv2D | (222, 222, 8) |
| Batch_Normalization, Activation(ReLU) | (222, 222, 8) |
| MaxPooling2D | (111, 111, 8) |
| Conv2D_1 | (109, 109, 16) |
| Batch_Normalization_1, Activation_1(ReLU) | (109, 109, 16) |
| MaxPooling2D_1 | (54, 54, 16) |
| Conv2D_2 | (52, 52, 32) |
| Batch_Normalization_2, Activation_2(ReLU) | (52, 52, 32) |
| MaxPooling2D_2 | (26, 26, 16) |
| Conv2D_3 | (26, 26, 64) |
| Batch_Normalization_3, Activation_3(ReLU) | (26, 26, 64) |
| MaxPooling2D_3 | (13, 13, 64) |
| Flatten | (10816) |
| Dense1 | (128) |
| Batch_Normalization_4, Activation_4(ReLU) | (128) |
| Dropout | (128) |
| Dense2 | (100) |