Table 2.
Image preprocessing details.
| S. no. | Operations | Details |
|---|---|---|
| 1. | Rotation | 10° clockwise and anticlockwise |
| 2. | Width shift | 0.1 fraction of the total width |
| 3. | Height shift | 0.1 fraction of the total height |
| 4. | Zoom | 0.2% smaller or larger of original image |
| 5. | Rescale | 1/255 multiplied with image channel values to the normalize input |
| 6. | Sheerness | 0.2 degrees clockwise and anticlockwise |
| 7. | Brightness | 0.25–1.0 shift value |