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. 2019 Nov 12;9:16590. doi: 10.1038/s41598-019-53091-8

Table 4.

Preprocessing randomly applied to images.

Types Parameters
Rotation Up to 90 degrees
Horizontal movement Up to 20%
Vertical movement Up to 20%
Shear conversion Up to 5 degrees
Scaling Up to 10%
Channel shift Up to 100
Flip horizontally
Flip vertically
Random erasing20 Up to 25%