| Layer | Description | Layer Configuration |
| 1 | InputLayer | - |
| 2 | Conv2D | Filters: 128 |
| 3 | Activation | - |
| 4 | MaxPooling2D | Pooling Window: (2, 2) |
| 5 | Conv2D | Filters: 256 |
| 6 | Activation | ReLu |
| 7 | MaxPooling2D | Pooling Window: (2, 2) |
| 8 | Conv2D | Filters: 256 |
| 9 | Activation | ReLu |
| 10 | MaxPooling2D | Pooling Window: (2, 2) |
| 11 | Conv2D | Filters: 512 |
| 12 | Activation | ReLu |
| 13 | MaxPooling2D | Pooling Window: (2, 2) |
| 14 | Conv2D | Filters: 512 |
| 15 | Activation | ReLu |
| 16 | MaxPooling2D | Pooling Window: (2, 2) |
| 17 | Conv2D | Filters: 1024 |
| 18 | Activation | ReLu |
| 19 | MaxPooling2D | Pooling Window: (2, 2) |
| 20 | Conv2D | Filters: 1024 |
| 21 | Activation | ReLu |
| 22 | MaxPooling2D | Pooling Window: (2, 2) |
| 23 | Dropout | Initial Rate: 0.5 |
| 24 | Flatten | - |
| 25 | Dense | Nodes: 2048 |
| 26 | BatchNormalization | - |
| 27 | Activation | - |
| 28 | Dropout | Initial Rate: 0.5 |
| 29 | Dense | Nodes: 1024 |
| 30 | BatchNormalization | - |
| 31 | Activation | ReLu |
| 32 | Dense | Nodes: 31 |