What are some common image transformations in PyTorch?
In PyTorch, common image transformations include resizing, cropping, flipping, rotating, and normalizing images.
Can you explain how to apply a random horizontal flip?
Sure! You can use transforms.RandomHorizontalFlip(p=0.5)
to apply a horizontal flip with a probability of 0.5.
What about normalization? How do I normalize images?
You can normalize images using transforms.Normalize(mean, std)
, where mean
and std
are the mean and standard deviation for each channel.
Are there any other useful transformations?
Yes, other useful transformations include color jitter, random rotation, and affine transformations for more complex augmentations.
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