Muskmelon Maturity Stage Classification Model Based on CNN

Table 3

Details of image augmentation method.

No.	Details of method^1
1	imgcorruptlike.spatter (severity = 3)
2	imgcorruptlike.GaussianNoise (severity = 2)
3	imgcorruptlike.GaussianBlur (severity = 2)
4	imgcorruptlike.motionBlur (severity = 3)
5	imgcorruptlike.contrast (severity = 2)
6	imgcorruptlike.brightness (severity = 2)
7	imgcorruptlike.saturate (severity = 2)
8	HorizontalFlip (0.5)
9	Affine (rotate = (−45, 45))
10	ShearY ((−30, 20))
11	Rain (speed = (0.1, 0.3))
12	Clouds()
13	Rain (drop_size = (0.15, 0.20))

¹Source: imgaug [27].