Table 1 Types and parameters of data enhancement
Serial number | Type of augmentation | Parameters |
|---|---|---|
1 | Horizontal shift | 0.25 |
2 | Transpose | 0.25 |
3 | Vertical shift | 0.25 |
4 | Blur | 0.05 |
5 | Random Crop | 0.05 |
6 | Random Rotate | 0.5 |
7 | Random Resize | 0.25 |
8 | Random flip | 0.5 |
9 | Random brightness | 1.0 |