org.bytedeco.javacpp

Class tensorflow.ResizeArea

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.javacpp.tensorflow.ResizeArea

All Implemented Interfaces:

AutoCloseable

Enclosing class:

tensorflow

@Namespace(value="tensorflow::ops")
 @NoOffset
public static class tensorflow.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	tensorflow.ResizeArea.Attrs Optional attribute setters for ResizeArea

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

Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator

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(tensorflow.Scope scope, tensorflow.Input images, tensorflow.Input size)
ResizeArea(tensorflow.Scope scope, tensorflow.Input images, tensorflow.Input size, tensorflow.ResizeArea.Attrs attrs)

Method Summary

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

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, hashCode, isNull, limit, limit, malloc, maxBytes, maxPhysicalBytes, memchr, memcmp, memcpy, memmove, memset, offsetof, parseBytes, physicalBytes, position, position, put, realloc, setNull, sizeof, toString, totalBytes, 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(Pointer).

ResizeArea

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

ResizeArea

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

Method Detail

asOutput

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

asInput

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

node

public tensorflow.Node node()

AlignCorners

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

operation

@ByRef
public tensorflow.Operation operation()

operation

public tensorflow.ResizeArea operation(tensorflow.Operation operation)

resized_images

@ByRef
public tensorflow.Output resized_images()

resized_images

public tensorflow.ResizeArea resized_images(tensorflow.Output resized_images)