Preprocessing layers

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form.onsubmit = function(e) { e.preventDefault(); var query = document.getElementById('search-input').value; window.location.href = '/search.html?query=' + query; return False } </script> </div> <div class='k-main-inner' id='k-main-id'> <div class='k-location-slug'> <span class="k-location-slug-pointer">►</span> <a href='/api/'>Keras 3 API documentation</a> / <a href='/api/layers/'>Layers API</a> / Preprocessing layers </div> <div class='k-content'> <h1 id="preprocessing-layers">Preprocessing layers</h1> <h3 id="text-preprocessing"><a href="/api/layers/preprocessing_layers/text/">Text preprocessing</a></h3> <ul> <li><a href="/api/layers/preprocessing_layers/text/text_vectorization">TextVectorization layer</a></li> </ul> <h3 id="numerical-features-preprocessing-layers"><a href="/api/layers/preprocessing_layers/numerical/">Numerical features preprocessing layers</a></h3> <ul> <li><a href="/api/layers/preprocessing_layers/numerical/normalization">Normalization layer</a></li> <li><a href="/api/layers/preprocessing_layers/numerical/spectral_normalization">Spectral Normalization layer</a></li> <li><a href="/api/layers/preprocessing_layers/numerical/discretization">Discretization layer</a></li> </ul> <h3 id="categorical-features-preprocessing-layers"><a href="/api/layers/preprocessing_layers/categorical/">Categorical features preprocessing layers</a></h3> <ul> <li><a href="/api/layers/preprocessing_layers/categorical/category_encoding">CategoryEncoding layer</a></li> <li><a href="/api/layers/preprocessing_layers/categorical/hashing">Hashing layer</a></li> <li><a href="/api/layers/preprocessing_layers/categorical/hashed_crossing">HashedCrossing layer</a></li> <li><a href="/api/layers/preprocessing_layers/categorical/string_lookup">StringLookup layer</a></li> <li><a href="/api/layers/preprocessing_layers/categorical/integer_lookup">IntegerLookup layer</a></li> </ul> <h3 id="image-preprocessing-layers"><a href="/api/layers/preprocessing_layers/image_preprocessing/">Image preprocessing layers</a></h3> <ul> <li><a href="/api/layers/preprocessing_layers/image_preprocessing/resizing">Resizing layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_preprocessing/rescaling">Rescaling layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_preprocessing/center_crop">CenterCrop layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_preprocessing/auto_constrast">AutoContrast layer</a></li> </ul> <h3 id="image-augmentation-layers"><a href="/api/layers/preprocessing_layers/image_augmentation/">Image augmentation layers</a></h3> <ul> <li><a href="/api/layers/preprocessing_layers/image_augmentation/random_crop">RandomCrop layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_augmentation/random_flip">RandomFlip layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_augmentation/random_translation">RandomTranslation layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_augmentation/random_rotation">RandomRotation layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_augmentation/random_zoom">RandomZoom layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_augmentation/random_contrast">RandomContrast layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_augmentation/random_brightness">RandomBrightness layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_augmentation/solarization">Solarization layer</a></li> <li><a href="/api/layers/preprocessing_layers/image_augmentation/pipeline">Pipeline layer</a></li> </ul> <h3 id="audio-preprocessing-layers"><a href="/api/layers/preprocessing_layers/audio_preprocessing/">Audio preprocessing layers</a></h3> <ul> <li><a href="/api/layers/preprocessing_layers/audio_preprocessing/mel_spectrogram">MelSpectrogram layer</a></li> </ul> </div> <div class='k-outline'> <div class='k-outline-depth-1'> <a href='#preprocessing-layers'>Preprocessing layers</a> </div> <div class='k-outline-depth-3'> <a href='#text-preprocessing'>Text preprocessing</a> </div> <div class='k-outline-depth-3'> <a href='#numerical-features-preprocessing-layers'>Numerical features preprocessing layers</a> </div> <div class='k-outline-depth-3'> <a href='#categorical-features-preprocessing-layers'>Categorical features preprocessing layers</a> </div> <div class='k-outline-depth-3'> <a href='#image-preprocessing-layers'>Image preprocessing layers</a> </div> <div class='k-outline-depth-3'> <a href='#image-augmentation-layers'>Image augmentation layers</a> </div> <div class='k-outline-depth-3'> <a href='#audio-preprocessing-layers'>Audio preprocessing layers</a> </div> </div> </div> </div> </div> </body> <footer style="float: left; 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Preprocessing layers