From: Mural classification model based on high- and low-level vision fusion
Layer | Size | Filter | Stride | Dropout |
---|---|---|---|---|
Input | 224 × 224 × 3 |  |  |  |
Conv1 | 224 × 224 × 64 | 3 × 3 × 64 × 2 | 1 |  |
MaxPool1 | 112 × 112 × 64 | 2 × 2 | 2 |  |
Conv2 | 112 × 112 × 128 | 3 × 3 × 128 × 2 | 1 |  |
MaxPool2 | 56 × 56 × 128 | 2 × 2 | 2 |  |
Conv3 | 56 × 56 × 256 | 3 × 3 × 256 × 3 | 1 |  |
MaxPool3 | 28 × 28 × 256 | 2 × 2 | 2 |  |
Conv4 | 28 × 28 × 512 | 3 × 3 × 512 × 3 | 1 |  |
MaxPool4 | 14 × 14 × 512 | 2 × 2 | 2 |  |
Conv5 | 14 × 14 × 512 | 3 × 3 × 512 × 3 | 1 |  |
MaxPool5 | 7 × 7 × 512 | 2 × 2 | 2 |  |
Fc6 | 4096 | Â | Â | 0.5 |
Fc7 | 4096 | Â | Â | 0.5 |
Softmax | 1000 | Â | Â | Â |