tf.image.random_crop

TensorFlow 1 version View source on GitHub

Randomly crops a tensor to a given size.

Used in the notebooks

Used in the tutorials

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].

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).

A cropped tensor of the same rank as value and shape size.