Ops for image manipulation.
This module provides functions for image manipulation; currently, chrominance transforms (including changing saturation and hue) in YIQ space and projective transforms (including rotation) are supported.
Ops
Ops
Ops
Ops
angles_to_projective_transforms(...)
: Returns projective transform(s) for the given angle(s).
bipartite_match(...)
: Find bipartite matching based on a given distance matrix.
compose_transforms(...)
: Composes the transforms tensors.
connected_components(...)
: Labels the connected components in a batch of images.
dense_image_warp(...)
: Image warping using per-pixel flow vectors.
flat_transforms_to_matrices(...)
: Converts tf.contrib.image
projective transforms to affine matrices.
interpolate_spline(...)
: Interpolate signal using polyharmonic interpolation.
matrices_to_flat_transforms(...)
: Converts affine matrices to tf.contrib.image
projective transforms.
rotate(...)
: Rotate image(s) counterclockwise by the passed angle(s) in radians.
single_image_random_dot_stereograms(...)
: Output a RandomDotStereogram Tensor for export via encode_PNG/JPG OP.
sparse_image_warp(...)
: Image warping using correspondences between sparse control points.
transform(...)
: Applies the given transform(s) to the image(s).
translate(...)
: Translate image(s) by the passed vectors(s).
translations_to_projective_transforms(...)
: Returns projective transform(s) for the given translation(s).
© 2020 The TensorFlow Authors. All rights reserved.
Licensed under the Creative Commons Attribution License 3.0.
Code samples licensed under the Apache 2.0 License.
https://www.tensorflow.org/versions/r1.15/api_docs/python/tf/contrib/image