tf.raw_ops.RandomCrop

Randomly crop image.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.raw_ops.RandomCrop

tf.raw_ops.RandomCrop(
    image, size, seed=0, seed2=0, name=None
)

size is a 1-D int64 tensor with 2 elements representing the crop height and width. The values must be non negative.

This Op picks a random location in image and crops a height by width rectangle from that location. The random location is picked so the cropped area will fit inside the original image.

Args
image	A Tensor. Must be one of the following types: uint8, int8, int16, int32, int64, float32, float64. 3-D of shape [height, width, channels].
size	A Tensor of type int64. 1-D of length 2 containing: crop_height, crop_width..
seed	An optional int. Defaults to 0. If either seed or seed2 are set to be non-zero, the random number generator is seeded by the given seed. Otherwise, it is seeded by a random seed.
seed2	An optional int. Defaults to 0. An second seed to avoid seed collision.
name	A name for the operation (optional).

Returns
A Tensor. Has the same type as image.