Table 2.

Traditional Data Augmentation Methods Applied to Create an Augmented Dataset

Method	Range: Increment Size	Number of Generated Images
Blur	2.5–12.5: 2.5	5X
Noise	0.01–0.05: 0.01	5X
Brightness	0.5–1.5: 0.2	6X
Zoom	0.25–1.75: 0.25	6X
Rotation	−90 to 90	2X
Flip	Horizontal, vertical	2X
Mix	Combination of two randomly chosen methods	2X