Exploring The Effects Of ColorJitter On Images
ColorJitter(brightness=brightness_value, contrast=contrast_value, saturation=saturation_value, hue=hue_value)
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*Memos:
My post explains ColorJitter() about brightness argument.
My post explains ColorJitter() about saturation argument.
My post explains ColorJitter() about hue argument.
My post explains OxfordIIITPet().
ColorJitter() can randomly change the brightness, contrast, saturation and hue of an image as shown below:
from torchvision.datasets import OxfordIIITPet
from torchvision.transforms.v2 import ColorJitter
origin_data = OxfordIIITPet(
root="data",
transform=None
)
contrast1_1origin_data = OxfordIIITPet(
root="data",
transform=ColorJitter(contrast=[1, 1])...