Class QuantizedResizeBilinear<T extends TNumber>

java.lang.Object

org.tensorflow.op.RawOp

org.tensorflow.op.image.QuantizedResizeBilinear<T>

All Implemented Interfaces:

Op

@Operator(group="image")
public final class QuantizedResizeBilinear<T extends TNumber>
extends RawOp

Resize quantized images to size using quantized bilinear interpolation. Input images and output images must be quantized types.

Nested Class Summary

Nested Classes

Modifier and Type	Class	Description
static class	QuantizedResizeBilinear.Inputs<T extends TNumber>
static class	QuantizedResizeBilinear.Options	Optional attributes for QuantizedResizeBilinear

Field Summary

Fields

Modifier and Type	Field	Description
static final String	OP_NAME	The name of this op, as known by TensorFlow core engine

Fields inherited from class RawOp

operation

Constructor Summary

Constructors

Constructor	Description
QuantizedResizeBilinear(Operation operation)

Method Summary

Modifier and Type	Method	Description
static QuantizedResizeBilinear.Options	alignCorners(Boolean alignCorners)	Sets the alignCorners option.
static <T extends TNumber> QuantizedResizeBilinear<T>	create(Scope scope, Operand<T> images, Operand<TInt32> sizeOutput, Operand<TFloat32> min, Operand<TFloat32> max, QuantizedResizeBilinear.Options... options)	Factory method to create a class wrapping a new QuantizedResizeBilinear operation.
static QuantizedResizeBilinear.Options	halfPixelCenters(Boolean halfPixelCenters)	Sets the halfPixelCenters option.
Output<TFloat32>	outMax()	Gets outMax.
Output<TFloat32>	outMin()	Gets outMin.
Output<T>	resizedImages()	Gets resizedImages. 4-D with shape [batch, new_height, new_width, channels].

Methods inherited from class RawOp

equals, hashCode, op, toString

Methods inherited from class Object

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

Methods inherited from interface Op

env

Field Details

OP_NAME

public static final String OP_NAME

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

See Also:

• Constant Field Values

Constructor Details

QuantizedResizeBilinear

public QuantizedResizeBilinear(Operation operation)

Method Details

create

@Endpoint(describeByClass=true)
public static <T extends TNumber>
QuantizedResizeBilinear<T> create(Scope scope,
 Operand<T> images,
 Operand<TInt32> sizeOutput,
 Operand<TFloat32> min,
 Operand<TFloat32> max,
 QuantizedResizeBilinear.Options... options)

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

Type Parameters:

T - data type for QuantizedResizeBilinear output and operands

Parameters:

scope - current scope

images - 4-D with shape [batch, height, width, channels].

sizeOutput - = A 1-D int32 Tensor of 2 elements: new_height, new_width. The new size for the images.

min - The min value

max - The max value

options - carries optional attribute values

Returns:

a new instance of QuantizedResizeBilinear

alignCorners

public static QuantizedResizeBilinear.Options alignCorners(Boolean alignCorners)

Sets the alignCorners option.

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.

Returns:

this Options instance.

halfPixelCenters

public static QuantizedResizeBilinear.Options halfPixelCenters(Boolean halfPixelCenters)

Sets the halfPixelCenters option.

Parameters:

halfPixelCenters - the halfPixelCenters option

Returns:

this Options instance.

resizedImages

public Output<T> resizedImages()

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

Returns:

resizedImages.

outMin

public Output<TFloat32> outMin()

Gets outMin.

Returns:

outMin.

outMax

public Output<TFloat32> outMax()

Gets outMax.

Returns:

outMax.