Detailed Description

Provides a no-op ReID implementation.

Definition at line 57 of file sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp.

Inheritance diagram for DummyReID:

Collaboration diagram for DummyReID:

[legend]

Public Member Functions
	DummyReID (const std::string &configFilePath)
	Construct a DummyReID instance from configuration. More...

virtual	~DummyReID ()
	Release resources owned by the DummyReID instance. More...

void	initializeRuntime (const SourceFrameInfo &frameInfo, const uint maxTargetsPerStream, const std::shared_ptr< NvTrackedObjectManager > &targetManager) override
	Initialize variables and allocate memories. More...

void	initializeModel () override
	Create TensorRT inference engine; if engine does not exist, serialize from model file. More...

void	queryParams (NvMOTQuery &paramsQuery)
	Populate the capabilities reported to the tracker. More...

void	doInference (const std::map< NvMOTStreamId, NvMOTFrame * > &inputMeta, std::map< NvMOTStreamId, std::deque< DetectedObjInfo >> &detectedObjects, const bool isForReAssoc) override
	Crop and rescale detected objects to create input batch to reid model. More...

void	update () override
	Update ReID feature gallery after data association. More...

void	removeStream (const NvMOTStreamId videoStreamId) override
	Remove a stream's reid features. More...

void	outputReIDTensor (NvDsReidTensorBatch &reidTensorBatch) override
	Output the ReID tensor of a batch. More...

int	outputTargetReIDInd (NvMOTStreamId streamId, uint targetInd) override
	Output a target's ReID vector index in the batch tensor. More...

void	outputTargetReIDObj (NvMOTStreamId streamId, uint targetInd, NvDsReidTensorBatch &reidTensorBatch, NvDsObjReid &reidObj) override
	Output a target's ReID vector information. More...

bool	isModelInitialized () override
	Report whether the inference model is initialized. More...

bool	isRuntimeInitialized () override
	Report whether runtime resources are initialized. More...

const REID_TYPES	getReIDType () override
	Get the configured ReID implementation type. More...

	DummyReID (const std::string &configFilePath)
	Construct a DummyReID instance from configuration. More...

virtual	~DummyReID ()
	Release resources owned by the DummyReID instance. More...

void	initializeRuntime (const SourceFrameInfo &frameInfo, const uint maxTargetsPerStream, const std::shared_ptr< NvTrackedObjectManager > &targetManager) override
	Initialize variables and allocate memories. More...

void	initializeModel () override
	Create TensorRT inference engine; if engine does not exist, serialize from model file. More...

void	queryParams (NvMOTQuery &paramsQuery)
	Populate the capabilities reported to the tracker. More...

void	doInference (const std::map< NvMOTStreamId, NvMOTFrame * > &inputMeta, std::map< NvMOTStreamId, std::deque< DetectedObjInfo >> &detectedObjects, const bool isForReAssoc) override
	Crop and rescale detected objects to create input batch to reid model. More...

void	update () override
	Update ReID feature gallery after data association. More...

void	removeStream (const NvMOTStreamId videoStreamId) override
	Remove a stream's reid features. More...

void	outputReIDTensor (NvDsReidTensorBatch &reidTensorBatch) override
	Output the ReID tensor of a batch. More...

int	outputTargetReIDInd (NvMOTStreamId streamId, uint targetInd) override
	Output a target's ReID vector index in the batch tensor. More...

void	outputTargetReIDObj (NvMOTStreamId streamId, uint targetInd, NvDsReidTensorBatch &reidTensorBatch, NvDsObjReid &reidObj) override
	Output a target's ReID vector information. More...

bool	isModelInitialized () override
	Report whether the inference model is initialized. More...

bool	isRuntimeInitialized () override
	Report whether runtime resources are initialized. More...

const REID_TYPES	getReIDType () override
	Get the configured ReID implementation type. More...

Protected Attributes
bool	m_isModelInit
	Reid status if reid model initialized. More...

bool	m_isRuntimeInit
	Reid status if runtime variables initialized. More...

DummyReIDConfigParams	m_params
	Config params for reid module. More...

Constructor & Destructor Documentation

◆ DummyReID() [1/2]

DummyReID::DummyReID ( const std::string & configFilePath )

Construct a DummyReID instance from configuration.

Parameters

[in] configFilePath Path to the tracker configuration file.

◆ ~DummyReID() [1/2]

virtual DummyReID::~DummyReID ( )

virtual

Release resources owned by the DummyReID instance.

◆ DummyReID() [2/2]

DummyReID::DummyReID ( const std::string & configFilePath )

Construct a DummyReID instance from configuration.

Parameters

[in] configFilePath Path to the tracker configuration file.

◆ ~DummyReID() [2/2]

virtual DummyReID::~DummyReID ( )

virtual

Release resources owned by the DummyReID instance.

Member Function Documentation

◆ doInference() [1/2]

void DummyReID::doInference	(	const std::map< NvMOTStreamId, NvMOTFrame * > &	inputMeta,
		std::map< NvMOTStreamId, std::deque< DetectedObjInfo >> &	detectedObjects,
		const bool	isForReAssoc
	)

overridevirtual

Crop and rescale detected objects to create input batch to reid model.

Parameters

[in]	inputMeta	A batch of input frames.
[in,out]	detectedObjects	Newly detected objects in each stream.
[in]	isForReAssoc	Whether this inference is for reassociation.

Implements IReID.

◆ doInference() [2/2]

void DummyReID::doInference	(	const std::map< NvMOTStreamId, NvMOTFrame * > &	inputMeta,
		std::map< NvMOTStreamId, std::deque< DetectedObjInfo >> &	detectedObjects,
		const bool	isForReAssoc
	)

overridevirtual

Crop and rescale detected objects to create input batch to reid model.

Parameters

[in]	inputMeta	A batch of input frames.
[in,out]	detectedObjects	Newly detected objects in each stream.
[in]	isForReAssoc	Whether this inference is for reassociation.

Implements IReID.

◆ getReIDType() [1/2]

const REID_TYPES DummyReID::getReIDType ( )

inlineoverridevirtual

Get the configured ReID implementation type.

Implements IReID.

Definition at line 142 of file sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp.

References m_params, and DummyReIDConfigParams::m_reidType.

◆ getReIDType() [2/2]

const REID_TYPES DummyReID::getReIDType ( )

inlineoverridevirtual

Get the configured ReID implementation type.

Implements IReID.

Definition at line 142 of file 9.2/sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp.

References m_params, and DummyReIDConfigParams::m_reidType.

◆ initializeModel() [1/2]

void DummyReID::initializeModel ( )

overridevirtual

Create TensorRT inference engine; if engine does not exist, serialize from model file.

Implements IReID.

◆ initializeModel() [2/2]

void DummyReID::initializeModel ( )

overridevirtual

Create TensorRT inference engine; if engine does not exist, serialize from model file.

Implements IReID.

◆ initializeRuntime() [1/2]

void DummyReID::initializeRuntime	(	const SourceFrameInfo &	frameInfo,
		const uint	maxTargetsPerStream,
		const std::shared_ptr< NvTrackedObjectManager > &	targetManager
	)

overridevirtual

Initialize variables and allocate memories.

Parameters

[in]	frameInfo	Metadata about the source image, such as size and color.
[in]	maxTargetsPerStream	Maximum number of targets to track in each stream.
[in]	targetManager	Target manager of the tracked objects.

Implements IReID.

◆ initializeRuntime() [2/2]

void DummyReID::initializeRuntime	(	const SourceFrameInfo &	frameInfo,
		const uint	maxTargetsPerStream,
		const std::shared_ptr< NvTrackedObjectManager > &	targetManager
	)

overridevirtual

Initialize variables and allocate memories.

Parameters

[in]	frameInfo	Metadata about the source image, such as size and color.
[in]	maxTargetsPerStream	Maximum number of targets to track in each stream.
[in]	targetManager	Target manager of the tracked objects.

Implements IReID.

◆ isModelInitialized() [1/2]

bool DummyReID::isModelInitialized ( )

inlineoverridevirtual

Report whether the inference model is initialized.

Implements IReID.

Definition at line 136 of file sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp.

References m_isModelInit.

◆ isModelInitialized() [2/2]

bool DummyReID::isModelInitialized ( )

inlineoverridevirtual

Report whether the inference model is initialized.

Implements IReID.

Definition at line 136 of file 9.2/sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp.

References m_isModelInit.

◆ isRuntimeInitialized() [1/2]

bool DummyReID::isRuntimeInitialized ( )

inlineoverridevirtual

Report whether runtime resources are initialized.

Implements IReID.

Definition at line 139 of file 9.2/sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp.

References m_isRuntimeInit.

◆ isRuntimeInitialized() [2/2]

bool DummyReID::isRuntimeInitialized ( )

inlineoverridevirtual

Report whether runtime resources are initialized.

Implements IReID.

Definition at line 139 of file sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp.

References m_isRuntimeInit.

◆ outputReIDTensor() [1/2]

void DummyReID::outputReIDTensor ( NvDsReidTensorBatch & reidTensorBatch )

overridevirtual

Output the ReID tensor of a batch.

Parameters

[out] reidTensorBatch Batch reid tensor output to be filled.

Implements IReID.

◆ outputReIDTensor() [2/2]

void DummyReID::outputReIDTensor ( NvDsReidTensorBatch & reidTensorBatch )

overridevirtual

Output the ReID tensor of a batch.

Parameters

[out] reidTensorBatch Batch reid tensor output to be filled.

Implements IReID.

◆ outputTargetReIDInd() [1/2]

int DummyReID::outputTargetReIDInd	(	NvMOTStreamId	streamId,
		uint	targetInd
	)

overridevirtual

Output a target's ReID vector index in the batch tensor.

Parameters

[in]	streamId	Stream index.
[in]	targetInd	The target index.

Returns: The target's ReID vector index in the batch tensor, -1 means no reid feature.

Implements IReID.

◆ outputTargetReIDInd() [2/2]

int DummyReID::outputTargetReIDInd	(	NvMOTStreamId	streamId,
		uint	targetInd
	)

overridevirtual

Output a target's ReID vector index in the batch tensor.

Parameters

[in]	streamId	Stream index.
[in]	targetInd	The target index.

Returns: The target's ReID vector index in the batch tensor, -1 means no reid feature.

Implements IReID.

◆ outputTargetReIDObj() [1/2]

void DummyReID::outputTargetReIDObj	(	NvMOTStreamId	streamId,
		uint	targetInd,
		NvDsReidTensorBatch &	reidTensorBatch,
		NvDsObjReid &	reidObj
	)

overridevirtual

Output a target's ReID vector information.

Parameters

[in]	streamId	Stream index.
[in]	targetInd	The target index.
[in]	reidTensorBatch	Batch reid tensor to get the memory pointers.
[out]	reidObj	The target's ReID vector memory pointers and feature size.

Implements IReID.

◆ outputTargetReIDObj() [2/2]

void DummyReID::outputTargetReIDObj	(	NvMOTStreamId	streamId,
		uint	targetInd,
		NvDsReidTensorBatch &	reidTensorBatch,
		NvDsObjReid &	reidObj
	)

overridevirtual

Output a target's ReID vector information.

Parameters

[in]	streamId	Stream index.
[in]	targetInd	The target index.
[in]	reidTensorBatch	Batch reid tensor to get the memory pointers.
[out]	reidObj	The target's ReID vector memory pointers and feature size.

Implements IReID.

◆ queryParams() [1/2]

void DummyReID::queryParams ( NvMOTQuery & paramsQuery )

virtual

Populate the capabilities reported to the tracker.

Parameters

[out] paramsQuery The output query parameters.

Implements IReID.

◆ queryParams() [2/2]

void DummyReID::queryParams ( NvMOTQuery & paramsQuery )

virtual

Populate the capabilities reported to the tracker.

Parameters

[out] paramsQuery The output query parameters.

Implements IReID.

◆ removeStream() [1/2]

void DummyReID::removeStream ( const NvMOTStreamId videoStreamId )

overridevirtual

Remove a stream's reid features.

Parameters

[in] videoStreamId Video stream id.

Implements IReID.

◆ removeStream() [2/2]

void DummyReID::removeStream ( const NvMOTStreamId videoStreamId )

overridevirtual

Remove a stream's reid features.

Parameters

[in] videoStreamId Video stream id.

Implements IReID.

◆ update() [1/2]

void DummyReID::update ( )

overridevirtual

Update ReID feature gallery after data association.

Implements IReID.

◆ update() [2/2]

void DummyReID::update ( )

overridevirtual

Update ReID feature gallery after data association.

Implements IReID.

Field Documentation

◆ m_isModelInit

bool DummyReID::m_isModelInit

protected

Reid status if reid model initialized.

Definition at line 146 of file sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp.

Referenced by isModelInitialized().

◆ m_isRuntimeInit

bool DummyReID::m_isRuntimeInit

protected

Reid status if runtime variables initialized.

Definition at line 147 of file sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp.

Referenced by isRuntimeInitialized().

◆ m_params

DummyReIDConfigParams DummyReID::m_params

protected

Config params for reid module.

Definition at line 148 of file sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp.

Referenced by getReIDType().

The documentation for this class was generated from the following file:

sources/libs/nvmultiobjecttracker/include/modules/ReID/DummyReID.hpp

NVIDIA DeepStream SDK API Reference

9.2 Release

Detailed Description

Public Member Functions

Protected Attributes

Constructor & Destructor Documentation

◆ DummyReID() [1/2]

◆ ~DummyReID() [1/2]

◆ DummyReID() [2/2]

◆ ~DummyReID() [2/2]

Member Function Documentation

◆ doInference() [1/2]

◆ doInference() [2/2]

◆ getReIDType() [1/2]

◆ getReIDType() [2/2]

◆ initializeModel() [1/2]

◆ initializeModel() [2/2]

◆ initializeRuntime() [1/2]

◆ initializeRuntime() [2/2]

◆ isModelInitialized() [1/2]

◆ isModelInitialized() [2/2]

◆ isRuntimeInitialized() [1/2]

◆ isRuntimeInitialized() [2/2]

◆ outputReIDTensor() [1/2]

◆ outputReIDTensor() [2/2]

◆ outputTargetReIDInd() [1/2]

◆ outputTargetReIDInd() [2/2]

◆ outputTargetReIDObj() [1/2]

◆ outputTargetReIDObj() [2/2]

◆ queryParams() [1/2]

◆ queryParams() [2/2]

◆ removeStream() [1/2]

◆ removeStream() [2/2]

◆ update() [1/2]

◆ update() [2/2]

Field Documentation

◆ m_isModelInit

◆ m_isRuntimeInit

◆ m_params