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tf.image.random_crop

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 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/r2.4/api_docs/python/tf/image/random_crop