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ยป Keras API reference / Layers API / Preprocessing layers

Preprocessing layers

See also the preprocessing layers guide.

Text preprocessing

  • TextVectorization layer

Numerical features preprocessing layers

  • Normalization layer
  • Discretization layer

Categorical features preprocessing layers

  • CategoryEncoding layer
  • Hashing layer
  • StringLookup layer
  • IntegerLookup layer

Image preprocessing layers

  • Resizing layer
  • Rescaling layer
  • CenterCrop layer

Image augmentation layers

  • RandomCrop layer
  • RandomFlip layer
  • RandomTranslation layer
  • RandomRotation layer
  • RandomZoom layer
  • RandomHeight layer
  • RandomWidth layer
  • RandomContrast layer
  • RandomBrightness layer
Preprocessing layers
Text preprocessing
Numerical features preprocessing layers
Categorical features preprocessing layers
Image preprocessing layers
Image augmentation layers
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