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Glossary: Computer Vision Basics

normalizing

Also written: normalization, Normalize, v2.Normalize, normalize

Subtracting each channel's mean and dividing by its standard deviation, using numbers from the training photos (or the pretrained model's, usually ImageNet's). The same normalization must be used in training, testing and real use.

Where the book teaches it

Related terms

ImageNetchannelbatch normalization