org.bytedeco.tensorflow

Class ImageSummary

java.lang.Object

org.bytedeco.javacpp.Pointer

org.bytedeco.tensorflow.ImageSummary

All Implemented Interfaces:

AutoCloseable

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

Outputs a Summary protocol buffer with images. The summary has up to max_images summary values containing images. The images are built from tensor which must be 4-D with shape [batch_size, height, width, channels] and where channels can be: * 1: tensor is interpreted as Grayscale. * 3: tensor is interpreted as RGB. * 4: tensor is interpreted as RGBA. The images have the same number of channels as the input tensor. For float input, the values are normalized one image at a time to fit in the range [0, 255]. uint8 values are unchanged. The op uses two different normalization algorithms: * If the input values are all positive, they are rescaled so the largest one is 255. * If any input value is negative, the values are shifted so input value 0.0 is at 127. They are then rescaled so that either the smallest value is 0, or the largest one is 255. The tag argument is a scalar Tensor of type string. It is used to build the tag of the summary values: * If max_images is 1, the summary value tag is '*tag* /image'. * If max_images is greater than 1, the summary value tags are generated sequentially as '*tag* /image/0', '*tag* /image/1', etc. The bad_color argument is the color to use in the generated images for non-finite input values. It is a uint8 1-D tensor of length channels. Each element must be in the range [0, 255] (It represents the value of a pixel in the output image). Non-finite values in the input tensor are replaced by this tensor in the output image. The default value is the color red. Arguments: * scope: A Scope object * tag: Scalar. Used to build the tag attribute of the summary values. * tensor: 4-D of shape [batch_size, height, width, channels] where channels is 1, 3, or 4. Optional attributes (see Attrs): * max_images: Max number of batch elements to generate images for. * bad_color: Color to use for pixels with non-finite values. Returns: * Output: Scalar. Serialized Summary protocol buffer.

Nested Class Summary

Nested Classes

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

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
ImageSummary(Pointer p) Pointer cast constructor.
ImageSummary(Scope scope, Input tag, Input tensor)
ImageSummary(Scope scope, Input tag, Input tensor, ImageSummary.Attrs attrs)

Method Summary

Modifier and Type	Method and Description
Input	asInput()
Output	asOutput()
static ImageSummary.Attrs	BadColor(TensorProto x)
static ImageSummary.Attrs	MaxImages(long x)
Node	node()
Operation	operation()
ImageSummary	operation(Operation setter)
Output	summary()
ImageSummary	summary(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

ImageSummary

public ImageSummary(Pointer p)

Pointer cast constructor. Invokes Pointer(Pointer).

ImageSummary

public ImageSummary(@Const @ByRef
                    Scope scope,
                    @ByVal
                    Input tag,
                    @ByVal
                    Input tensor)

ImageSummary

public ImageSummary(@Const @ByRef
                    Scope scope,
                    @ByVal
                    Input tag,
                    @ByVal
                    Input tensor,
                    @Const @ByRef
                    ImageSummary.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()

MaxImages

@ByVal
public static ImageSummary.Attrs MaxImages(@Cast(value="tensorflow::int64")
                                                   long x)

BadColor

@ByVal
public static ImageSummary.Attrs BadColor(@Const @ByRef
                                                  TensorProto x)

operation

@ByRef
public Operation operation()

operation

public ImageSummary operation(Operation setter)

summary

@ByRef
public Output summary()

summary

public ImageSummary summary(Output setter)