tf.image.random_crop

Randomly crops a tensor to a given size.

View aliases

Main aliases

`tf.random_crop`

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.image.random_crop, tf.compat.v1.random_crop, `tf.compat.v2.image.random_crop`

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.