@Namespace(value="tensorflow::ops") @NoOffset @Properties(inherit=tensorflow.class) public class NonMaxSuppression extends Pointer
tf.gather operation
. For example:
selected_indices = tf.image.non_max_suppression(
boxes, scores, max_output_size, iou_threshold)
selected_boxes = tf.gather(boxes, selected_indices)
Arguments:
* scope: A Scope object
* boxes: A 2-D float tensor of shape [num_boxes, 4]
.
* scores: A 1-D float tensor of shape [num_boxes]
representing a single
score corresponding to each box (each row of boxes).
* max_output_size: A scalar integer tensor representing the maximum number of
boxes to be selected by non max suppression.
Optional attributes (see Attrs
):
* iou_threshold: A float representing the threshold for deciding whether boxes
overlap too much with respect to IOU.
Returns:
* Output
: A 1-D integer tensor of shape [M]
representing the selected
indices from the boxes tensor, where M <= max_output_size
.Modifier and Type | Class and Description |
---|---|
static class |
NonMaxSuppression.Attrs
Optional attribute setters for NonMaxSuppression
|
Pointer.CustomDeallocator, Pointer.Deallocator, Pointer.NativeDeallocator, Pointer.ReferenceCounter
Constructor and Description |
---|
NonMaxSuppression(Pointer p)
Pointer cast constructor.
|
NonMaxSuppression(Scope scope,
Input boxes,
Input scores,
Input max_output_size) |
NonMaxSuppression(Scope scope,
Input boxes,
Input scores,
Input max_output_size,
NonMaxSuppression.Attrs attrs) |
Modifier and Type | Method and Description |
---|---|
Input |
asInput() |
Output |
asOutput() |
static NonMaxSuppression.Attrs |
IouThreshold(float x) |
Node |
node() |
Operation |
operation() |
NonMaxSuppression |
operation(Operation setter) |
Output |
selected_indices() |
NonMaxSuppression |
selected_indices(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 NonMaxSuppression(Pointer p)
Pointer(Pointer)
.public NonMaxSuppression(@Const @ByRef Scope scope, @ByVal Input boxes, @ByVal Input scores, @ByVal Input max_output_size)
public Node node()
@ByVal public static NonMaxSuppression.Attrs IouThreshold(float x)
public NonMaxSuppression operation(Operation setter)
public NonMaxSuppression selected_indices(Output setter)
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