JeVois  1.22
JeVois Smart Embedded Machine Vision Toolkit
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jevois::dnn::PostProcessorDetectYOLO Class Reference

#include <jevois/DNN/PostProcessorDetectYOLO.H>

Post-Processor sub-component for raw YOLO decoding.

Definition at line 27 of file PostProcessorDetectYOLO.H.

Inheritance diagram for jevois::dnn::PostProcessorDetectYOLO:
Collaboration diagram for jevois::dnn::PostProcessorDetectYOLO:

Public Member Functions

virtual ~PostProcessorDetectYOLO ()
 Destructor.
 
void freeze (bool doit)
 Freeze/unfreeze parameters that users should not change while running.
 
void yolo (std::vector< cv::Mat > const &outs, std::vector< int > &classIds, std::vector< float > &confidences, std::vector< cv::Rect > &boxes, size_t nclass, float boxThreshold, float confThreshold, cv::Size const &bsiz, int fudge, size_t const maxbox, bool sigmo)
 Generic raw YOLO processing.
 
- Public Member Functions inherited from jevois::Component
 Component (std::string const &instance)
 Constructor.
 
virtual ~Component ()
 Virtual destructor for safe inheritance.
 
template<class Comp , typename... Args>
std::shared_ptr< Comp > addSubComponent (std::string const &instance, Args &&...args)
 Pseudo-constructor: construct and add another component as a subcomponent of this one.
 
template<class Comp >
void removeSubComponent (std::shared_ptr< Comp > &component)
 Remove a sub-Component from this Component, by shared_ptr.
 
void removeSubComponent (std::string const &instance, bool warnIfNotFound=true)
 Remove a sub-Component from this Component, by instance name.
 
template<class Comp = jevois::Component>
std::shared_ptr< Comp > getSubComponent (std::string const &instance) const
 Get a sub-component by instance name.
 
bool isTopLevel () const
 Returns true if this component is top-level, i.e., its parent is jevois::Manager.
 
bool initialized () const
 Has this component been initialized yet?
 
std::string const & className () const
 The class name of this component.
 
std::string const & instanceName () const
 The instance name of this component.
 
template<typename T >
std::vector< std::string > setParamVal (std::string const &paramdescriptor, T const &val)
 Set a parameter value.
 
template<typename T >
void setParamValUnique (std::string const &paramdescriptor, T const &val)
 Set a parameter value, simple version assuming only one parameter match.
 
template<typename T >
std::vector< std::pair< std::string, T > > getParamVal (std::string const &paramdescriptor) const
 Get parameter(s) value(s) by descriptor.
 
template<typename T >
getParamValUnique (std::string const &paramdescriptor) const
 Get a parameter value, simple version assuming only one parameter match.
 
std::vector< std::string > setParamString (std::string const &paramdescriptor, std::string const &val)
 Set a parameter value, by string.
 
void setParamStringUnique (std::string const &paramdescriptor, std::string const &val)
 Set a parameter value by string, simple version assuming only one parameter match.
 
std::vector< std::pair< std::string, std::string > > getParamString (std::string const &paramdescriptor) const
 Get a parameter value, by string.
 
std::string getParamStringUnique (std::string const &paramdescriptor) const
 Get a parameter value by string, simple version assuming only one parameter match.
 
void freezeParam (std::string const &paramdescriptor, bool doit)
 Freeze/unfreeze a parameter, by name, see ParameterBase::freeze()
 
void freezeAllParams (bool doit)
 Freeze all parameters.
 
std::string descriptor () const
 Get our full descriptor (including all parents) as [Instancename]:[...]:[...].
 
void setParamsFromFile (std::string const &filename)
 Set some parameters from a file.
 
std::istream & setParamsFromStream (std::istream &is, std::string const &absfile)
 Set some parameters from an open stream.
 
virtual void paramInfo (std::shared_ptr< UserInterface > s, std::map< std::string, std::string > &categs, bool skipFrozen, std::string const &cname="", std::string const &pfx="")
 Get machine-oriented descriptions of all parameters.
 
void foreachParam (std::function< void(std::string const &compname, ParameterBase *p)> func, std::string const &cname="")
 Run a function on every param we hold.
 
template<typename T >
std::shared_ptr< DynamicParameter< T > > addDynamicParameter (std::string const &name, std::string const &description, T const &defaultValue, ParameterCategory const &category)
 Add a new parameter after the Component has already been constructed.
 
template<typename T , template< typename > class ValidValuesSpec>
std::shared_ptr< DynamicParameter< T > > addDynamicParameter (std::string const &name, std::string const &description, T const &defaultValue, ValidValuesSpec< T > const &validValuesSpec, ParameterCategory const &category)
 Add a new parameter after the Component has already been constructed.
 
template<typename T >
void setDynamicParameterCallback (std::string const &name, std::function< void(T const &)> cb, bool callnow=true)
 Register a callback with a previously created dynamic parameter.
 
void removeDynamicParameter (std::string const &name, bool throw_if_not_found=true)
 Remove a previously added dynamic parameter.
 
void setPath (std::string const &path)
 Assign a filesystem path to this component.
 
std::filesystem::path absolutePath (std::filesystem::path const &path="")
 If given path is relative (not starting with /), prepend the Component path to it.
 
- Public Member Functions inherited from jevois::ParameterRegistry
virtual ~ParameterRegistry ()
 Virtual destructor for safe inheritance.
 

Related Symbols

(Note that these are not member symbols.)

 JEVOIS_DECLARE_PARAMETER (scalexy, float, "If 0, use old-style YOLO boxes (YOLOv2/v3/v4) otherwise, this is " "the scale_xy factor for new-style YOLO coordinates (YOLOv5/v7 value is usually 2.0 " "but check the yolo layer in the model's .cfg file)", 0.0F, ParamCateg)
 Parameter.
 

Additional Inherited Members

- Protected Member Functions inherited from jevois::Component
virtual void preInit ()
 Called before all sub-Components are init()ed.
 
virtual void postInit ()
 Called after all sub-Components are init()ed.
 
virtual void preUninit ()
 Called before all sub-Components are uninit()ed.
 
virtual void postUninit ()
 Called after all sub-Components are uninit()ed.
 
- Protected Member Functions inherited from jevois::ParameterRegistry
void addParameter (ParameterBase *const param)
 The Parameter class uses this method to register itself on construction with its owning Component.
 
void removeParameter (ParameterBase *const param)
 The Parameter class uses this method to un-register itself on destruction with its owning Component.
 
void callbackInitCall ()
 For all parameters that have a callback which has never been called, call it with the default param value.
 

Constructor & Destructor Documentation

◆ ~PostProcessorDetectYOLO()

jevois::dnn::PostProcessorDetectYOLO::~PostProcessorDetectYOLO ( )
virtual

Destructor.

Definition at line 50 of file PostProcessorDetectYOLO.C.

Member Function Documentation

◆ freeze()

void jevois::dnn::PostProcessorDetectYOLO::freeze ( bool  doit)

Freeze/unfreeze parameters that users should not change while running.

Definition at line 54 of file PostProcessorDetectYOLO.C.

◆ yolo()

void jevois::dnn::PostProcessorDetectYOLO::yolo ( std::vector< cv::Mat > const &  outs,
std::vector< int > &  classIds,
std::vector< float > &  confidences,
std::vector< cv::Rect > &  boxes,
size_t  nclass,
float  boxThreshold,
float  confThreshold,
cv::Size const &  bsiz,
int  fudge,
size_t const  maxbox,
bool  sigmo 
)

Generic raw YOLO processing.

Definition at line 60 of file PostProcessorDetectYOLO.C.

References jevois::async(), jevois::joinall(), LINFO, LTHROW, jevois::sformat(), and jevois::dnn::shapestr().

Friends And Related Symbol Documentation

◆ JEVOIS_DECLARE_PARAMETER()

JEVOIS_DECLARE_PARAMETER ( scalexy  ,
float  ,
"If  0,
use old-style YOLO boxes(YOLOv2/v3/v4)  otherwise,
this is " "the scale_xy factor for new-style YOLO coordinates(YOLOv5/v7 value is usually 2.0 " "but check the yolo layer in the model 's .cfg file)"  ,
0.  0F,
ParamCateg   
)
related

Parameter.


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