Tensorflow Equivalent of skimage.transform.warp or scipy.ndimage.interpolation.map_coordinates

Question

Does Tensorflow have an equivalent of skimage.transform.warp or scipy.ndimage.interpolation.map_coordinates? I am looking for some way to "warp an image according to a given coordinate transformation".

Ideally, this could be used as a generalized way of performing affine transformations on an image.

This is the closest PR I can find, and it is a much for the specialized version of this problem.

Here is an example of these transforms being used in nolearn.

Answer 1

It looks like tf.contrib.image.transform(images, transforms) is exactly what I am looking for.