Google I/O returns May 18-20! Reserve space and build your schedule Register now

tensorflow:: ops:: ResizeNearestNeighbor

#include <image_ops.h>

Resize images to size using nearest neighbor interpolation.

Summary

Args:

  • scope: A Scope object
  • images: 4-D with shape [batch, height, width, channels] .
  • size: = A 1-D int32 Tensor of 2 elements: new_height, new_width . The new size for the images.

Optional attributes (see Attrs ):

  • align_corners: If true, the centers of the 4 corner pixels of the input and output tensors are aligned, preserving the values at the corner pixels. Defaults to false.

Returns:

  • Output : 4-D with shape [batch, new_height, new_width, channels] .

Constructors and Destructors

ResizeNearestNeighbor (const :: tensorflow::Scope & scope, :: tensorflow::Input images, :: tensorflow::Input size)
ResizeNearestNeighbor (const :: tensorflow::Scope & scope, :: tensorflow::Input images, :: tensorflow::Input size, const ResizeNearestNeighbor::Attrs & attrs)

Public attributes

operation
resized_images

Public functions

node () const
::tensorflow::Node *
operator::tensorflow::Input () const
operator::tensorflow::Output () const

Public static functions

AlignCorners (bool x)
HalfPixelCenters (bool x)

Structs

tensorflow:: ops:: ResizeNearestNeighbor:: Attrs

Optional attribute setters for ResizeNearestNeighbor .

Public attributes

operation

Operation operation

resized_images

::tensorflow::Output resized_images

Public functions

ResizeNearestNeighbor

 ResizeNearestNeighbor(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input images,
  ::tensorflow::Input size
)

ResizeNearestNeighbor

 ResizeNearestNeighbor(
  const ::tensorflow::Scope & scope,
  ::tensorflow::Input images,
  ::tensorflow::Input size,
  const ResizeNearestNeighbor::Attrs & attrs
)

node

::tensorflow::Node * node() const 

operator::tensorflow::Input

 operator::tensorflow::Input() const 

operator::tensorflow::Output

 operator::tensorflow::Output() const 

Public static functions

AlignCorners

Attrs AlignCorners(
  bool x
)

HalfPixelCenters

Attrs HalfPixelCenters(
  bool x
)