ArmNN
 23.02
DetectionPostProcess.cpp File Reference
#include "DetectionPostProcess.hpp"
#include <armnn/utility/Assert.hpp>
#include <armnn/utility/NumericCast.hpp>
#include <algorithm>
#include <numeric>

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Namespaces

 armnn
 Copyright (c) 2021 ARM Limited and Contributors.
 

Functions

std::vector< unsigned int > GenerateRangeK (unsigned int k)
 
void TopKSort (unsigned int k, unsigned int *indices, const float *values, unsigned int numElement)
 
float IntersectionOverUnion (const float *boxI, const float *boxJ)
 
std::vector< unsigned int > NonMaxSuppression (unsigned int numBoxes, const std::vector< float > &boxCorners, const std::vector< float > &scores, float nmsScoreThreshold, unsigned int maxDetection, float nmsIouThreshold)
 
void AllocateOutputData (unsigned int numOutput, unsigned int numSelected, const std::vector< float > &boxCorners, const std::vector< unsigned int > &outputIndices, const std::vector< unsigned int > &selectedBoxes, const std::vector< unsigned int > &selectedClasses, const std::vector< float > &selectedScores, float *detectionBoxes, float *detectionScores, float *detectionClasses, float *numDetections)
 
void DetectionPostProcess (const TensorInfo &boxEncodingsInfo, const TensorInfo &scoresInfo, const TensorInfo &anchorsInfo, const TensorInfo &detectionBoxesInfo, const TensorInfo &detectionClassesInfo, const TensorInfo &detectionScoresInfo, const TensorInfo &numDetectionsInfo, const DetectionPostProcessDescriptor &desc, Decoder< float > &boxEncodings, Decoder< float > &scores, Decoder< float > &anchors, float *detectionBoxes, float *detectionClasses, float *detectionScores, float *numDetections)