org.tensorflow.op.core

Class ResizeNearestNeighbor<T extends Number>

java.lang.Object

org.tensorflow.op.PrimitiveOp

org.tensorflow.op.core.ResizeNearestNeighbor<T>

Type Parameters:

T - data type for resizedImages() output

All Implemented Interfaces:

Op, Operand<T>

@Operator
public final class ResizeNearestNeighbor<T extends Number>
extends PrimitiveOp
implements Operand<T>

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

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ResizeNearestNeighbor.Options Optional attributes for ResizeNearestNeighbor

Field Summary

Fields inherited from class org.tensorflow.op.PrimitiveOp

operation

Method Summary

Modifier and Type	Method and Description
static ResizeNearestNeighbor.Options	alignCorners(Boolean alignCorners)
Output<T>	asOutput() Returns the symbolic handle of a tensor.
static <T extends Number> ResizeNearestNeighbor<T>	create(Scope scope, Operand<T> images, Operand<Integer> size, ResizeNearestNeighbor.Options... options) Factory method to create a class to wrap a new ResizeNearestNeighbor operation to the graph.
Output<T>	resizedImages() 4-D with shape `[batch, new_height, new_width, channels]`.

Methods inherited from class org.tensorflow.op.PrimitiveOp

equals, hashCode, toString

Methods inherited from class java.lang.Object

clone, finalize, getClass, notify, notifyAll, wait, wait, wait

Method Detail

create

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

Factory method to create a class to wrap a new ResizeNearestNeighbor operation to the graph.

Parameters:

scope - current graph 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

alignCorners

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.

resizedImages

public Output<T> resizedImages()

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

asOutput

public Output<T> asOutput()

Description copied from interface: Operand

Returns the symbolic handle of a 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.

Specified by:

asOutput in interface Operand<T extends Number>

See Also:

OperationBuilder.addInput(Output)