Table 2. The different implemented data augmentation techniques and the corresponding configurations.
Augmentation technique | Value |
---|---|
Rotation | 30° |
Shear ratio | 20% |
Zoom ratio | 20% |
Width shift ratio | 20% |
Height shift ratio | 20% |
Brightness change | [0.8:1.2] |
Vertical flip | ✓ |
Horizontal flip | ✓ |