W3cubDocs

/TensorFlow Python

tf.keras.preprocessing.image.Iterator

Class Iterator

Defined in tensorflow/python/keras/_impl/keras/preprocessing/image.py.

Abstract base class for image data iterators.

Arguments:

  • n: Integer, total number of samples in the dataset to loop over.
  • batch_size: Integer, size of a batch.
  • shuffle: Boolean, whether to shuffle the data between epochs.
  • seed: Random seeding for data shuffling.

Methods

__init__

__init__(
    n,
    batch_size,
    shuffle,
    seed
)

__iter__

__iter__()

__next__

__next__(
    *args,
    **kwargs
)

reset

reset()

© 2017 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/api_docs/python/tf/keras/preprocessing/image/Iterator