NVIDIA DeepStream SDK API Reference

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nvdsinfer_dbscan.h
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2  * Copyright (c) 2018-2019, NVIDIA CORPORATION. All rights reserved.
3  *
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10 
28 #ifndef __NVDSINFER_DBSCAN_H__
29 #define __NVDSINFER_DBSCAN_H__
30 
31 #include <stddef.h>
32 #include <stdint.h>
33 
34 #include <nvdsinfer.h>
35 
36 #ifdef __cplusplus
37 extern "C" {
38 #endif
39 
41 struct NvDsInferDBScan;
42 
44 typedef struct NvDsInferDBScan *NvDsInferDBScanHandle;
45 
47 typedef struct
48 {
49  float eps;
50  uint32_t minBoxes;
53  int enableATHRFilter;
55  float thresholdATHR;
57  float minScore;
58 } NvDsInferDBScanClusteringParams;
59 
65 NvDsInferDBScanHandle NvDsInferDBScanCreate();
66 
72 void NvDsInferDBScanDestroy(NvDsInferDBScanHandle handle);
73 
86 void NvDsInferDBScanCluster(NvDsInferDBScanHandle handle,
87  NvDsInferDBScanClusteringParams *params, NvDsInferObjectDetectionInfo *objects,
88  size_t *numObjects);
89 
107 void NvDsInferDBScanClusterHybrid(NvDsInferDBScanHandle handle,
108  NvDsInferDBScanClusteringParams *params, NvDsInferObjectDetectionInfo *objects,
109  size_t *numObjects);
110 
111 #ifdef __cplusplus
112 }
113 #endif
114 
115 #endif
116 
NvDsInferObjectDetectionInfo
Holds information about one parsed object from a detector's output.
Definition: nvdsinfer.h:133
NvDsInferDBScanClusteringParams
Holds object clustering parameters required by DBSCAN.
Definition: nvdsinfer_dbscan.h:47
NvDsInferDBScanCreate
NvDsInferDBScanHandle NvDsInferDBScanCreate()
Creates a new DBScan object clustering context.
NvDsInferDBScanCluster
void NvDsInferDBScanCluster(NvDsInferDBScanHandle handle, NvDsInferDBScanClusteringParams *params, NvDsInferObjectDetectionInfo *objects, size_t *numObjects)
Clusters an array of objects in place using specified clustering parameters.
NvDsInferDBScanClusteringParams::thresholdATHR
float thresholdATHR
Holds the area-to-hit ratio threshold.
Definition: nvdsinfer_dbscan.h:55
nvdsinfer.h
NVIDIA DeepStream inference specifications
NvDsInferDBScanDestroy
void NvDsInferDBScanDestroy(NvDsInferDBScanHandle handle)
Destroys a DBScan object clustering context.
NvDsInferDBScanClusteringParams::enableATHRFilter
int enableATHRFilter
Holds a Boolean; true enables the area-to-hit ratio (ATHR) filter.
Definition: nvdsinfer_dbscan.h:53
NvDsInferDBScanClusterHybrid
void NvDsInferDBScanClusterHybrid(NvDsInferDBScanHandle handle, NvDsInferDBScanClusteringParams *params, NvDsInferObjectDetectionInfo *objects, size_t *numObjects)
Clusters an array of objects in place using specified clustering parameters.
NvDsInferDBScanHandle
struct NvDsInferDBScan * NvDsInferDBScanHandle
Holds an opaque DBScan clustering context handle.
Definition: nvdsinfer_dbscan.h:44
NvDsInferDBScanClusteringParams::minScore
float minScore
Holds the sum of neighborhood confidence thresholds.
Definition: nvdsinfer_dbscan.h:57