Table 2.
CNN model structure for cross-day transfer research.
Layer | Input dimension | Output dimension | Kernel size | Stride size |
---|---|---|---|---|
Conv1 | 5 | 6 | 3 × 3 | 1 × 1 |
Maxpool1 | 6 | 6 | 2 × 2 | 2 × 2 |
Conv2 | 6 | 64 | 3 × 3 | 1 × 1 |
Maxpool2 | 64 | 64 | 2 × 2 | 2 × 2 |
FC1 | 7 × 7 × 64 | 512 | ||
FC2 | 512 | 256 |
In the mean, bolding means the accuracy mean is the largest; In the Std, the bold is the smallest.