tf.image.rot90

Rotate image(s) by 90 degrees.

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.image.rot90

tf.image.rot90(
    image, k=1, name=None
)

Used in the notebooks

Used in the tutorials
Data augmentation

For example:

a=tf.constant([[[1],[2]],
               [[3],[4]]])
# rotating `a` counter clockwise by 90 degrees
a_rot=tf.image.rot90(a)
print(a_rot[...,0].numpy())
[[2 4]
 [1 3]]
# rotating `a` counter clockwise by 270 degrees
a_rot=tf.image.rot90(a, k=3)
print(a_rot[...,0].numpy())
[[3 1]
 [4 2]]
# rotating `a` clockwise by 180 degrees
a_rot=tf.image.rot90(a, k=-2)
print(a_rot[...,0].numpy())
[[4 3]
 [2 1]]

Args
image	4-D Tensor of shape [batch, height, width, channels] or 3-D Tensor of shape [height, width, channels].
k	A scalar integer tensor. The number of times the image(s) are rotated by 90 degrees.
name	A name for this operation (optional).

Returns
A rotated tensor of the same type and shape as image.

Raises
ValueError	if the shape of image not supported.