TensorFlow 1 version
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View source on GitHub
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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 | |
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value
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Input tensor to crop. |
size
|
1-D tensor with size the rank of value.
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seed
|
Python integer. Used to create a random seed. See
tf.random.set_seed
for behavior.
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name
|
A name for this operation (optional). |
Returns | |
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A cropped tensor of the same rank as value and shape size.
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