ColorJitter
Randomly changes the brightness, contrast, and saturation of an image. Compared to ColorJitter from torchvision,
icevision_ColorJitter( brightness = 0.2, contrast = 0.2, saturation = 0.2, hue = 0.2, always_apply = FALSE, p = 0.5 )
brightness |
brightness |
contrast |
contrast |
saturation |
saturation |
hue |
hue |
always_apply |
always_apply |
p |
p |
this transform gives a little bit different results because Pillow (used in torchvision) and OpenCV (used in Albumentations) transform an image to HSV format by different formulas. Another difference - Pillow uses uint8 overflow, but we use value saturation.
None
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