@Namespace(value="tensorflow::ops") @NoOffset public static class tensorflow.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: 1-D of length 4. How far the centers of two consecutive patches are in
the images. Must be: [1, stride_rows, stride_cols, 1].
* rates: 1-D of length 4. 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.
We specify the size-related attributes as:
python
ksizes = [1, ksize_rows, ksize_cols, 1]
strides = [1, strides_rows, strides_cols, 1]
rates = [1, rates_rows, rates_cols, 1]
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| Constructor and Description |
|---|
ExtractImagePatches(Pointer p)
Pointer cast constructor.
|
ExtractImagePatches(tensorflow.Scope scope,
tensorflow.Input images,
int[] ksizes,
int[] strides,
int[] rates,
BytePointer padding) |
ExtractImagePatches(tensorflow.Scope scope,
tensorflow.Input images,
int[] ksizes,
int[] strides,
int[] rates,
String padding) |
ExtractImagePatches(tensorflow.Scope scope,
tensorflow.Input images,
IntBuffer ksizes,
IntBuffer strides,
IntBuffer rates,
BytePointer padding) |
ExtractImagePatches(tensorflow.Scope scope,
tensorflow.Input images,
IntBuffer ksizes,
IntBuffer strides,
IntBuffer rates,
String padding) |
ExtractImagePatches(tensorflow.Scope scope,
tensorflow.Input images,
IntPointer ksizes,
IntPointer strides,
IntPointer rates,
BytePointer padding) |
ExtractImagePatches(tensorflow.Scope scope,
tensorflow.Input images,
IntPointer ksizes,
IntPointer strides,
IntPointer rates,
String padding) |
| Modifier and Type | Method and Description |
|---|---|
tensorflow.Input |
asInput() |
tensorflow.Output |
asOutput() |
tensorflow.Node |
node() |
tensorflow.Operation |
operation() |
tensorflow.ExtractImagePatches |
operation(tensorflow.Operation operation) |
tensorflow.Output |
patches() |
tensorflow.ExtractImagePatches |
patches(tensorflow.Output patches) |
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, zeropublic ExtractImagePatches(Pointer p)
Pointer.Pointer(Pointer).public ExtractImagePatches(@Const @ByRef tensorflow.Scope scope, @ByVal tensorflow.Input images, @tensorflow.ArraySlice IntPointer ksizes, @tensorflow.ArraySlice IntPointer strides, @tensorflow.ArraySlice IntPointer rates, @tensorflow.StringPiece BytePointer padding)
public ExtractImagePatches(@Const @ByRef tensorflow.Scope scope, @ByVal tensorflow.Input images, @tensorflow.ArraySlice IntBuffer ksizes, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.ArraySlice IntBuffer rates, @tensorflow.StringPiece String padding)
public ExtractImagePatches(@Const @ByRef tensorflow.Scope scope, @ByVal tensorflow.Input images, @tensorflow.ArraySlice int[] ksizes, @tensorflow.ArraySlice int[] strides, @tensorflow.ArraySlice int[] rates, @tensorflow.StringPiece BytePointer padding)
public ExtractImagePatches(@Const @ByRef tensorflow.Scope scope, @ByVal tensorflow.Input images, @tensorflow.ArraySlice IntPointer ksizes, @tensorflow.ArraySlice IntPointer strides, @tensorflow.ArraySlice IntPointer rates, @tensorflow.StringPiece String padding)
public ExtractImagePatches(@Const @ByRef tensorflow.Scope scope, @ByVal tensorflow.Input images, @tensorflow.ArraySlice IntBuffer ksizes, @tensorflow.ArraySlice IntBuffer strides, @tensorflow.ArraySlice IntBuffer rates, @tensorflow.StringPiece BytePointer padding)
public ExtractImagePatches(@Const @ByRef tensorflow.Scope scope, @ByVal tensorflow.Input images, @tensorflow.ArraySlice int[] ksizes, @tensorflow.ArraySlice int[] strides, @tensorflow.ArraySlice int[] rates, @tensorflow.StringPiece String padding)
@ByVal @Name(value="operator tensorflow::Output") public tensorflow.Output asOutput()
@ByVal @Name(value="operator tensorflow::Input") public tensorflow.Input asInput()
public tensorflow.Node node()
@ByRef public tensorflow.Operation operation()
public tensorflow.ExtractImagePatches operation(tensorflow.Operation operation)
@ByRef public tensorflow.Output patches()
public tensorflow.ExtractImagePatches patches(tensorflow.Output patches)
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