org.bytedeco.tensorflow

Class ResizeArea

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.ResizeArea

All Implemented Interfaces:

AutoCloseable

@Namespace(value="tensorflow::ops")
 @NoOffset
 @Properties(inherit=tensorflow.class)
public class ResizeArea
extends Pointer

Resize images to size using area interpolation. Input images can be of different types but output images are always float. The range of pixel values for the output image might be slightly different from the range for the input image because of limited numerical precision. To guarantee an output range, for example [0.0, 1.0], apply tf.clip_by_value to the output. Each output pixel is computed by first transforming the pixel's footprint into the input tensor and then averaging the pixels that intersect the footprint. An input pixel's contribution to the average is weighted by the fraction of its area that intersects the footprint. This is the same as OpenCV's INTER_AREA. Arguments: * 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].

Nested Class Summary

Nested Classes

Modifier and Type	Class and Description
static class	ResizeArea.Attrs Optional attribute setters for ResizeArea

Nested classes/interfaces inherited from class org.bytedeco.javacpp.Pointer

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter

Field Summary

Fields inherited from class org.bytedeco.javacpp.Pointer

address, capacity, limit, position

Constructor Summary

Constructors

Constructor and Description
ResizeArea(Pointer p) Pointer cast constructor.
ResizeArea(Scope scope, Input images, Input size)
ResizeArea(Scope scope, Input images, Input size, ResizeArea.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
static ResizeArea.Attrs	AlignCorners(boolean x)
Input	asInput()
Output	asOutput()
Node	node()
Operation	operation()
ResizeArea	operation(Operation setter)
Output	resized_images()
ResizeArea	resized_images(Output setter)

Methods inherited from class org.bytedeco.javacpp.Pointer

address, asBuffer, asByteBuffer, availablePhysicalBytes, calloc, capacity, capacity, close, deallocate, deallocate, deallocateReferences, deallocator, deallocator, equals, fill, formatBytes, free, getDirectBufferAddress, getPointer, getPointer, getPointer, getPointer, hashCode, interruptDeallocatorThread, isNull, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetAddress, offsetof, offsetof, parseBytes, physicalBytes, physicalBytesInaccurate, position, position, put, realloc, referenceCount, releaseReference, retainReference, setNull, sizeof, sizeof, toString, totalBytes, totalCount, totalPhysicalBytes, withDeallocator, zero

Methods inherited from class java.lang.Object

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

Constructor Detail

ResizeArea

public ResizeArea(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

ResizeArea

public ResizeArea(@Const @ByRef
                  Scope scope,
                  @ByVal
                  Input images,
                  @ByVal
                  Input size)

ResizeArea

public ResizeArea(@Const @ByRef
                  Scope scope,
                  @ByVal
                  Input images,
                  @ByVal
                  Input size,
                  @Const @ByRef
                  ResizeArea.Attrs attrs)

Method Detail

asOutput

@ByVal
 @Name(value="operator tensorflow::Output")
public Output asOutput()

asInput

@ByVal
 @Name(value="operator tensorflow::Input")
public Input asInput()

node

public Node node()

AlignCorners

@ByVal
public static ResizeArea.Attrs AlignCorners(@Cast(value="bool")
                                                    boolean x)

operation

@ByRef
public Operation operation()

operation

public ResizeArea operation(Operation setter)

resized_images

@ByRef
public Output resized_images()

resized_images

public ResizeArea resized_images(Output setter)