Torchvision.transforms.Normalize()

Creator
Creator
Seonglae Cho
Created
Created
2024 Oct 10 13:31
Editor
Edited
Edited
2024 Oct 10 13:44
Refs
Refs
Torchvision.transforms.Normalize(mean, std)
Pixel values normally range between 0 and 255. CNNs are trained using Gradient Descent techniques and these large values require large gradient updates that may take a while to converge. Potentially these can even lead to issues like vanishing/exploding gradients.
 
 
 
 
 

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