표 1. | Table 1. 각 레이어 필터 크기 및 fully connected layer 크기 | Filter sizes and fully connected layer size.
Layer | Number of filters | Filter size | Stride | Padding | Output size |
1st filter | Conv 2D | 16 | 16×16 | 1×1 | Same | 108×90×16 |
Average pooling 2D | - | 2×2 | 2×2 | Valid | 54×45×16 |
2nd filter | Conv 2D | 32 | 8×8 | 1×1 | Same | 54×45×32 |
Average pooling 2D | - | 2×2 | 1×1 | Valid | 53×44×32 |
3rd filter | Conv 2D | 64 | 4×4 | 1×1 | Same | 53×44×64 |
Average pooling 2D | - | 2×2 | 2×2 | Valid | 26×22×64 |
4th filter | Conv 2D | 128 | 2×2 | 1×1 | Same | 26×22×128 |
Average pooling 2D | - | 2×2 | 2×2 | Valid | 13×11×128 |
Flatten | - | - | - | - | - | 18,304 |
Dense | - | - | - | - | - | 9,720 |