DBScan Based Object Clustering API

Detailed Description

Defines the API for DBScan-based object clustering.

Data Structures
struct	NvDsInferDBScanClusteringParams
	Holds the object clustering parameters required by DBSCAN. More...

Typedefs
typedef struct NvDsInferDBScan *	NvDsInferDBScanHandle
	DBScan clustering context handle. More...

Functions
NvDsInferDBScanHandle	NvDsInferDBScanCreate ()
	Create a new DBScan object clustering context. More...
void	NvDsInferDBScanDestroy (NvDsInferDBScanHandle handle)
	Destroy a DBScan object clustering context. More...
void	NvDsInferDBScanCluster (NvDsInferDBScanHandle handle, NvDsInferDBScanClusteringParams *params, NvDsInferObjectDetectionInfo *objects, size_t *numObjects)
	Cluster an array of objects using given clustering parameters in-place. More...

Typedef Documentation

typedef struct NvDsInferDBScan* NvDsInferDBScanHandle

DBScan clustering context handle.

Definition at line 46 of file nvdsinfer_dbscan.h.

Function Documentation

void NvDsInferDBScanCluster	(	NvDsInferDBScanHandle	handle,
		NvDsInferDBScanClusteringParams *	params,
		NvDsInferObjectDetectionInfo *	objects,
		size_t *	numObjects
	)

Cluster an array of objects using given clustering parameters in-place.

Parameters

[in]	handle	Handle to the context be used for clustering.
[in]	params	Clustering paramaters.
[in,out]	objects	Array of objects to be clustered. The function will place the clustered objects in the same array.
[in,out]	numObjects	Number of valid objects in the objects array. The function will set the value after clustering.

NvDsInferDBScanHandle NvDsInferDBScanCreate

(

)

Create a new DBScan object clustering context.

Returns

Handle to the newly created context.

void NvDsInferDBScanDestroy

(

NvDsInferDBScanHandle

handle

)

Destroy a DBScan object clustering context.

Parameters

[in]

handle

Handle to the context to be destroyed.