tf.image.extract

TensorFlow 1 version

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Flip an image horizontally (left to right).

View aliases

Compat aliases for migration

See Migration guide for more details.

tf.compat.v1.image.flip_left_right

tf.image.flip_left_right(
    image
)

Used in the notebooks

Used in the tutorials
Pix2Pix Image segmentation Data augmentation

Outputs the contents of image flipped along the width dimension.

Usage Example:

x = [[[1.0, 2.0, 3.0],
      [4.0, 5.0, 6.0]],
    [[7.0, 8.0, 9.0],
      [10.0, 11.0, 12.0]]]
tf.image.flip_left_right(x)
<tf.Tensor: shape=(2, 2, 3), dtype=float32, numpy=
array([[[ 4.,  5.,  6.],
        [ 1.,  2.,  3.]],
       [[10., 11., 12.],
        [ 7.,  8.,  9.]]], dtype=float32)>

Args
`image`	4-D Tensor of shape `[batch, height, width, channels]` or 3-D Tensor of shape `[height, width, channels]`.

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

Raises
`ValueError`	if the shape of `image` not supported.

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tf.image / extract_glimpse

View aliases

Used in the notebooks

Usage Example:

Args

Returns

Raises