Table 2.
Data augmentation parameters that we used in this study.
| Parameter names for data augmentation | Parameter value | Action |
|---|---|---|
| Rotation range | 360 | With the rotation from—360 to 360, input data are generated. |
| Height shift range | 0.2 | Randomly moved image by 0.2. |
| Width shift range | 0.2 | At random, the image's horizontal position is shifted by 0.2. |
| Shear range | 0.2 | By a factor of 0.2, slant the image angle in degrees. |
| Zoom range | 0.2 | Zoom in or out by 0.2 distance from the middle |
| Horizontal flip | True | Randomly rotates the image horizontally |
| Fill mode | Nearest | The closest pixel value is used to fill the gaps |