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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.random.set_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/r2.3/api_docs/python/tf/image/random_crop