tf.random_crop
tf.random_crop
tf.random_crop
random_crop( value, size, seed=None, name=None )
Defined in tensorflow/python/ops/random_ops.py
.
See the guide: Constants, Sequences, and Random Values > Random Tensors
Randomly crops a tensor to a given size.
Slices a shape size
portion out of value
at a uniformly chosen offset. Requires value.shape >= size
.
If a dimension should not be cropped, pass the full size of that dimension. For example, RGB images can be cropped with size = [crop_height, crop_width, 3]
.
Args:
-
value
: Input tensor to crop. -
size
: 1-D tensor with size the rank ofvalue
. -
seed
: Python integer. Used to create a random seed. Seetf.set_random_seed
for behavior. -
name
: A name for this operation (optional).
Returns:
A cropped tensor of the same rank as value
and shape size
.
© 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/random_crop