|
| Layer Type | Output Shape | Parameters |
| 1 | InputLayer | (None, 224, 224, 3) | 0 |
| 2 | Conv2D | (None, 224, 224, 128) | 3584 |
| 3 | Activation | (None, 224, 224, 128) | 0 |
| 4 | MaxPooling2D | (None, 112, 112, 128) | 0 |
| 5 | Conv2D | (None, 112, 112, 256) | 295,168 |
| 6 | Activation | (None, 112, 112, 256) | 0 |
| 7 | MaxPooling2D | (None, 56, 56, 256) | 0 |
| 8 | Conv2D | (None, 56, 56, 256) | 590,080 |
| 9 | Activation | (None, 56, 56, 256) | 0 |
| 10 | MaxPooling2D | (None, 28, 28, 256) | 0 |
| 11 | Conv2D | (None, 28, 28, 512) | 1,180,160 |
| 12 | Activation | (None, 28, 28, 512) | 0 |
| 13 | MaxPooling2D | (None, 14, 14, 512) | 0 |
| 14 | Conv2D | (None, 14, 14, 512) | 2,359,808 |
| 15 | Activation | (None, 14, 14, 512) | 0 |
| 16 | MaxPooling2D | (None, 7, 7, 512) | 0 |
| 17 | Conv2D | (None, 7, 7, 1024) | 4,719,616 |
| 18 | Activation | (None, 7, 7, 1024) | 0 |
| 19 | MaxPooling2D | (None, 3, 3, 1024) | 0 |
| 20 | Conv2D | (None, 3, 3, 1024) | 9,438,208 |
| 21 | Activation | (None, 3, 3, 1024) | 0 |
| 22 | MaxPooling2D | (None, 1, 1, 1024) | 0 |
| 23 | Dropout | (None, 1, 1, 1024) | 0 |
| 24 | Flatten | (None, 1024) | 0 |
| 25 | Dense | (None, 2048) | 2,099,200 |
| 26 | BatchNormalization | (None, 2048) | 8192 |
| 27 | Activation | (None, 2048) | 0 |
| 28 | Dropout | (None, 2048) | 0 |
| 29 | Dense | (None, 1024) | 2,098,176 |
| 30 | BatchNormalization | (None, 1024) | 4096 |
| 31 | Activation | (None, 1024) | 0 |
| 32 | Dense | (None, 31) | 31,775 |