tf.image.random_crop
Randomly crops a tensor to a given size.
tf.image.random_crop(
value, size, seed=None, name=None
)
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 of value. |
seed |
Python integer. Used to create a random seed. See tf.compat.v1.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. |
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Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/image/random_crop