This class runs trought a clip to detect objects and returns the bounding boxes and its properties. More...

#include <CVObjectDetection.h>

Public Member Functions
bool	_LoadObjDetectdData ()

void	AddFrameDataToProto (pb_objdetect::Frame *pbFrameData, CVDetectionData &dData)

	CVObjectDetection (std::string processInfoJson, ProcessingController &processingController)

void	detectObjectsClip (openshot::Clip &video, size_t start=0, size_t end=0, bool process_interval=false)

CVDetectionData	GetDetectionData (size_t frameId)

bool	SaveObjDetectedData ()
	Protobuf Save and Load methods. More...

void	SetJson (const std::string value)
	Load JSON string into this object. More...

void	SetJsonValue (const Json::Value root)
	Load Json::Value into this object. More...

Static Public Member Functions
static std::string	ValidateONNXModel (std::string modelPath)

Public Attributes
std::map< size_t, CVDetectionData >	detectionsData

Detailed Description

This class runs trought a clip to detect objects and returns the bounding boxes and its properties.

Object detection is performed using a supported YOLO ONNX model with OpenCV DNN module.

Definition at line 81 of file CVObjectDetection.h.

Constructor & Destructor Documentation

◆ CVObjectDetection()

CVObjectDetection::CVObjectDetection	(	std::string	processInfoJson,
		ProcessingController &	processingController
	)

Definition at line 246 of file CVObjectDetection.cpp.

Member Function Documentation

◆ _LoadObjDetectdData()

bool CVObjectDetection::_LoadObjDetectdData ( )

Definition at line 921 of file CVObjectDetection.cpp.

◆ AddFrameDataToProto()

void CVObjectDetection::AddFrameDataToProto	(	pb_objdetect::Frame *	pbFrameData,
		CVDetectionData &	dData
	)

Definition at line 810 of file CVObjectDetection.cpp.

Referenced by SaveObjDetectedData().

◆ detectObjectsClip()

void CVObjectDetection::detectObjectsClip	(	openshot::Clip &	video,
		size_t	start = `0`,
		size_t	end = `0`,
		bool	process_interval = `false`
	)

Definition at line 278 of file CVObjectDetection.cpp.

◆ GetDetectionData()

CVDetectionData CVObjectDetection::GetDetectionData ( size_t frameId )

Definition at line 705 of file CVObjectDetection.cpp.

◆ SaveObjDetectedData()

bool CVObjectDetection::SaveObjDetectedData ( )

Protobuf Save and Load methods.

Definition at line 767 of file CVObjectDetection.cpp.

◆ SetJson()

void CVObjectDetection::SetJson ( const std::string value )

Load JSON string into this object.

Definition at line 839 of file CVObjectDetection.cpp.

Referenced by CVObjectDetection().

◆ SetJsonValue()

void CVObjectDetection::SetJsonValue ( const Json::Value root )

Load Json::Value into this object.

Definition at line 857 of file CVObjectDetection.cpp.

Referenced by SetJson().

◆ ValidateONNXModel()

std::string CVObjectDetection::ValidateONNXModel ( std::string modelPath )

static

Definition at line 253 of file CVObjectDetection.cpp.

Referenced by openshot::ClipProcessingJobs::ValidateONNXModel().

Member Data Documentation

◆ detectionsData

std::map<size_t, CVDetectionData> openshot::CVObjectDetection::detectionsData

Definition at line 127 of file CVObjectDetection.h.

Referenced by _LoadObjDetectdData(), GetDetectionData(), and SaveObjDetectedData().

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

Public Member Functions

Static Public Member Functions

Public Attributes