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ResizeNearestNeighbor

public final class ResizeNearestNeighbor

Resize `images` to `size` using nearest neighbor interpolation.

Nested Classes

class ResizeNearestNeighbor.Options Optional attributes for ResizeNearestNeighbor

Constants

String OP_NAME The name of this op, as known by TensorFlow core engine

Public Methods

static ResizeNearestNeighbor.Options
alignCorners (Boolean alignCorners)
Output <T>
asOutput ()
Returns the symbolic handle of the tensor.
static <T extends TNumber > ResizeNearestNeighbor <T>
create ( Scope scope, Operand <T> images, Operand < TInt32 > size, Options... options)
Factory method to create a class wrapping a new ResizeNearestNeighbor operation.
static ResizeNearestNeighbor.Options
halfPixelCenters (Boolean halfPixelCenters)
Output <T>
resizedImages ()
4-D with shape `[batch, new_height, new_width, channels]`.

Inherited Methods

Constants

public static final String OP_NAME

The name of this op, as known by TensorFlow core engine

Constant Value: "ResizeNearestNeighbor"

Public Methods

public static ResizeNearestNeighbor.Options alignCorners (Boolean alignCorners)

Parameters
alignCorners 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.

public Output <T> asOutput ()

Returns the symbolic handle of the tensor.

Inputs to TensorFlow operations are outputs of another TensorFlow operation. This method is used to obtain a symbolic handle that represents the computation of the input.

public static ResizeNearestNeighbor <T> create ( Scope scope, Operand <T> images, Operand < TInt32 > size, Options... options)

Factory method to create a class wrapping a new ResizeNearestNeighbor operation.

Parameters
scope current scope
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.
options carries optional attributes values
Returns
  • a new instance of ResizeNearestNeighbor

public static ResizeNearestNeighbor.Options halfPixelCenters (Boolean halfPixelCenters)

public Output <T> resizedImages ()

4-D with shape `[batch, new_height, new_width, channels]`.