Module: tf.keras.preprocessing
Stay organized with collections
Save and categorize content based on your preferences.
Keras data preprocessing utils.
Modules
image module: Set of tools for real-time data augmentation on image data.
sequence module: Utilities for preprocessing sequence data.
text module: Utilities for text input preprocessing.
Functions
image_dataset_from_directory(...): Generates a tf.data.Dataset from image files in a directory.
text_dataset_from_directory(...): Generates a tf.data.Dataset from text files in a directory.
timeseries_dataset_from_array(...): Creates a dataset of sliding windows over a timeseries provided as array.
Except as otherwise noted, the content of this page is licensed under the Creative Commons Attribution 4.0 License, and code samples are licensed under the Apache 2.0 License. For details, see the Google Developers Site Policies. Java is a registered trademark of Oracle and/or its affiliates.
Last updated 2020-10-01 UTC.
[null,null,["Last updated 2020-10-01 UTC."],[],[],null,["# Module: tf.keras.preprocessing\n\n\u003cbr /\u003e\n\n|--------------------------------------------------------------------------------|\n| [TensorFlow 1 version](/versions/r1.15/api_docs/python/tf/keras/preprocessing) |\n\nKeras data preprocessing utils.\n\nModules\n-------\n\n[`image`](../../tf/keras/preprocessing/image) module: Set of tools for real-time data augmentation on image data.\n\n[`sequence`](../../tf/keras/preprocessing/sequence) module: Utilities for preprocessing sequence data.\n\n[`text`](../../tf/keras/preprocessing/text) module: Utilities for text input preprocessing.\n\nFunctions\n---------\n\n[`image_dataset_from_directory(...)`](../../tf/keras/preprocessing/image_dataset_from_directory): Generates a [`tf.data.Dataset`](../../tf/data/Dataset) from image files in a directory.\n\n[`text_dataset_from_directory(...)`](../../tf/keras/preprocessing/text_dataset_from_directory): Generates a [`tf.data.Dataset`](../../tf/data/Dataset) from text files in a directory.\n\n[`timeseries_dataset_from_array(...)`](../../tf/keras/preprocessing/timeseries_dataset_from_array): Creates a dataset of sliding windows over a timeseries provided as array."]]
TensorFlow 1 version