@Namespace(value="tensorflow::ops") @NoOffset @Properties(inherit=tensorflow.class) public class ExtractImagePatches extends Pointer
patches
from images
and put them in the "depth" output dimension.
Arguments:
* scope: A Scope object
* images: 4-D Tensor with shape [batch, in_rows, in_cols, depth]
.
* ksizes: The size of the sliding window for each dimension of images
.
* strides: How far the centers of two consecutive patches are in
the images. Must be: [1, stride_rows, stride_cols, 1]
.
* rates: Must be: [1, rate_rows, rate_cols, 1]
. This is the
input stride, specifying how far two consecutive patch samples are in the
input. Equivalent to extracting patches with
patch_sizes_eff = patch_sizes + (patch_sizes - 1) * (rates - 1)
, followed by
subsampling them spatially by a factor of rates
. This is equivalent to
rate
in dilated (a.k.a. Atrous) convolutions.
* padding: The type of padding algorithm to use.
Returns:
* Output
: 4-D Tensor with shape [batch, out_rows, out_cols, ksize_rows *
ksize_cols * depth]
containing image patches with size
ksize_rows x ksize_cols x depth
vectorized in the "depth" dimension. Note
out_rows
and out_cols
are the dimensions of the output patches.Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter
Constructor and Description |
---|
ExtractImagePatches(Pointer p)
Pointer cast constructor.
|
ExtractImagePatches(Scope scope,
Input images,
int[] ksizes,
int[] strides,
int[] rates,
BytePointer padding) |
ExtractImagePatches(Scope scope,
Input images,
int[] ksizes,
int[] strides,
int[] rates,
String padding) |
ExtractImagePatches(Scope scope,
Input images,
IntBuffer ksizes,
IntBuffer strides,
IntBuffer rates,
BytePointer padding) |
ExtractImagePatches(Scope scope,
Input images,
IntBuffer ksizes,
IntBuffer strides,
IntBuffer rates,
String padding) |
ExtractImagePatches(Scope scope,
Input images,
IntPointer ksizes,
IntPointer strides,
IntPointer rates,
BytePointer padding) |
ExtractImagePatches(Scope scope,
Input images,
IntPointer ksizes,
IntPointer strides,
IntPointer rates,
String padding) |
Modifier and Type | Method and Description |
---|---|
Input |
asInput() |
Output |
asOutput() |
Node |
node() |
Operation |
operation() |
ExtractImagePatches |
operation(Operation setter) |
Output |
patches() |
ExtractImagePatches |
patches(Output setter) |
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
public ExtractImagePatches(Pointer p)
Pointer(Pointer)
.public ExtractImagePatches(@Const @ByRef Scope scope, @ByVal Input images, @tensorflow.ArraySlice IntPointer ksizes, @tensorflow.ArraySlice IntPointer strides, @tensorflow.ArraySlice IntPointer rates, @tensorflow.StringPiece BytePointer padding)
public ExtractImagePatches(@Const @ByRef Scope scope, @ByVal Input images, @tensorflow.ArraySlice IntBuffer ksizes, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.ArraySlice IntBuffer rates, @tensorflow.StringPiece String padding)
public ExtractImagePatches(@Const @ByRef Scope scope, @ByVal Input images, @tensorflow.ArraySlice int[] ksizes, @tensorflow.ArraySlice int[] strides, @tensorflow.ArraySlice int[] rates, @tensorflow.StringPiece BytePointer padding)
public ExtractImagePatches(@Const @ByRef Scope scope, @ByVal Input images, @tensorflow.ArraySlice IntPointer ksizes, @tensorflow.ArraySlice IntPointer strides, @tensorflow.ArraySlice IntPointer rates, @tensorflow.StringPiece String padding)
public ExtractImagePatches(@Const @ByRef Scope scope, @ByVal Input images, @tensorflow.ArraySlice IntBuffer ksizes, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.ArraySlice IntBuffer rates, @tensorflow.StringPiece BytePointer padding)
public ExtractImagePatches(@Const @ByRef Scope scope, @ByVal Input images, @tensorflow.ArraySlice int[] ksizes, @tensorflow.ArraySlice int[] strides, @tensorflow.ArraySlice int[] rates, @tensorflow.StringPiece String padding)
public Node node()
public ExtractImagePatches operation(Operation setter)
public ExtractImagePatches patches(Output setter)
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