Module keras.preprocessing
Provides keras data preprocessing utils to pre-process tf.data.Datasets before they are fed to the model.
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# Copyright 2016 The TensorFlow Authors. All Rights Reserved.
#
# Licensed under the Apache License, Version 2.0 (the "License");
# you may not use this file except in compliance with the License.
# You may obtain a copy of the License at
#
# http://www.apache.org/licenses/LICENSE-2.0
#
# Unless required by applicable law or agreed to in writing, software
# distributed under the License is distributed on an "AS IS" BASIS,
# WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
# See the License for the specific language governing permissions and
# limitations under the License.
# ==============================================================================
"""Provides keras data preprocessing utils to pre-process tf.data.Datasets before they are fed to the model."""
# pylint: disable=g-import-not-at-top
# TODO(mihaimaruseac): remove the import of keras_preprocessing and injecting
# once we update to latest version of keras_preprocessing
import keras_preprocessing
from keras import backend
from keras.preprocessing import image
from keras.preprocessing import sequence
from keras.preprocessing import text
from keras.preprocessing import timeseries
from keras.utils import all_utils as utils
# This exists for compatibility with prior version of keras_preprocessing.
keras_preprocessing.set_keras_submodules(backend=backend, utils=utils)
Sub-modules
keras.preprocessing.dataset_utils
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Keras image dataset loading utilities.
keras.preprocessing.image
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Set of tools for real-time data augmentation on image data.
keras.preprocessing.image_dataset
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Keras image dataset loading utilities.
keras.preprocessing.sequence
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Utilities for preprocessing sequence data.
keras.preprocessing.text
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Utilities for text input preprocessing.
keras.preprocessing.text_dataset
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Keras text dataset generation utilities.
keras.preprocessing.timeseries
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Keras timeseries dataset utilities.