#include <jevois/DNN/PostProcessorSegment.H>

Post-Processor for neural network pipeline.

This is the last step in a deep neural network processing Pipeline.

Definition at line 28 of file PostProcessorSegment.H.

Inheritance diagram for jevois::dnn::PostProcessorSegment:

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Collaboration diagram for jevois::dnn::PostProcessorSegment:

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Public Member Functions
virtual	~PostProcessorSegment ()
	Destructor.

void	freeze (bool doit) override
	Freeze/unfreeze parameters that users should not change while running.

void	process (std::vector< cv::Mat > const &outs, PreProcessor *preproc) override
	Process outputs and draw/send some results.

void	report (jevois::StdModule mod, jevois::RawImage outimg=nullptr, jevois::OptGUIhelper *helper=nullptr, bool overlay=true, bool idle=false) override
	Report what happened in last process() to console/output video/GUI.

Public Member Functions inherited from jevois::dnn::PostProcessor
virtual	~PostProcessor ()
	Destructor.

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 >
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.

Protected Member Functions
void	postInit () override
	Create colormap in postInit()

Protected Member Functions inherited from jevois::Component
virtual void	preInit ()
	Called before 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.

Protected Attributes
std::array< uint32_t, 256 >	itsColor
	Colors for our drawings, as RGBA with zero alpha value.

Related Symbols
(Note that these are not member symbols.)
	JEVOIS_DECLARE_PARAMETER (bgid, unsigned char, "Class ID for the background, will show as fully transparent in " "semantic segmentation overlays", 0, ParamCateg)
	Parameter.

	JEVOIS_DEFINE_ENUM_CLASS (SegType,(ClassesHWC)(ClassesCHW)(ArgMax))
	Enum.

	JEVOIS_DECLARE_PARAMETER (segtype, SegType, "Type of segmentation network output. ClassesHWC: output is 1xHxWxC " "for C classes and we get one score per class we will show " "the top scoring class for each pixel (e.g., UNet-MobileNet on TPU). ClassesCHW: " "output is 1xCxHxW and the rest is as for ClassesHWC (e.g., DeepLabV3 OpenCV). ArgMax: " "output is HxW, 1xHxW, or 1xHxWx1 and contains the class ID for each pixel " "(e.g., DeepLabV3 on TPU).", SegType::ClassesHWC, SegType_Values, ParamCateg)
	Parameter.

Constructor & Destructor Documentation

◆ ~PostProcessorSegment()

jevois::dnn::PostProcessorSegment::~PostProcessorSegment ( )

virtual

Destructor.

Definition at line 29 of file PostProcessorSegment.C.

References jevois::GUIhelper::releaseImage().

Member Function Documentation

◆ freeze()

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

overridevirtual

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

Implements jevois::dnn::PostProcessor.

Definition at line 37 of file PostProcessorSegment.C.

◆ postInit()

void jevois::dnn::PostProcessorSegment::postInit ( )

overrideprotectedvirtual

Create colormap in postInit()

Reimplemented from jevois::Component.

Definition at line 43 of file PostProcessorSegment.C.

◆ process()

void jevois::dnn::PostProcessorSegment::process	(	std::vector< cv::Mat > const &	outs,
		PreProcessor *	preproc
	)

overridevirtual

Process outputs and draw/send some results.

Implements jevois::dnn::PostProcessor.

Definition at line 149 of file PostProcessorSegment.C.

References jevois::dnn::PreProcessor::getUnscaledCropRect(), LFATAL, LTHROW, and jevois::dnn::shapestr().

◆ report()

void jevois::dnn::PostProcessorSegment::report	(	jevois::StdModule *	mod,
		jevois::RawImage *	outimg = `nullptr`,
		jevois::OptGUIhelper *	helper = `nullptr`,
		bool	overlay = `true`,
		bool	idle = `false`
	)

overridevirtual

Report what happened in last process() to console/output video/GUI.

Implements jevois::dnn::PostProcessor.

Definition at line 186 of file PostProcessorSegment.C.

References jevois::GUIhelper::drawImage(), and jevois::GUIhelper::i2d().

Friends And Related Symbol Documentation

◆ JEVOIS_DECLARE_PARAMETER() [1/2]

JEVOIS_DECLARE_PARAMETER	(	bgid	,
		unsigned char	,
		"Class ID for the	background,
		will show as fully transparent in " "semantic segmentation overlays"	,
		0	,
		ParamCateg
	)

◆ JEVOIS_DECLARE_PARAMETER() [2/2]

JEVOIS_DECLARE_PARAMETER	(	segtype	,
		SegType	,
		"Type of segmentation network output. ClassesHWC: output is 1xHxWxC " "for C classes and we get one score per class we will show " "the top scoring class for each pixel (e.g., UNet-MobileNet on TPU). ClassesCHW: " "output is 1xCxHxW and the rest is as for ClassesHWC (e.g., DeepLabV3 OpenCV). ArgMax: " "output is	HxW,
		1xHxW	,
		or 1xHxWx1 and contains the class ID for each pixel " "(e.g., DeepLabV3 on TPU)."	,
		SegType::ClassesHWC	,
		SegType_Values	,
		ParamCateg
	)

◆ JEVOIS_DEFINE_ENUM_CLASS()

JEVOIS_DEFINE_ENUM_CLASS	(	SegType	,
		(ClassesHWC)(ClassesCHW)(ArgMax)
	)

Member Data Documentation

◆ itsColor

std::array<uint32_t, 256> jevois::dnn::PostProcessorSegment::itsColor

protected

Colors for our drawings, as RGBA with zero alpha value.

Definition at line 52 of file PostProcessorSegment.H.

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

include/jevois/DNN/PostProcessorSegment.H
include/jevois/DNN/PostProcessor.H
src/jevois/DNN/PostProcessorSegment.C

Public Member Functions

Protected Member Functions

Protected Attributes

Related Symbols

Constructor & Destructor Documentation

◆ ~PostProcessorSegment()

Member Function Documentation

◆ freeze()

◆ postInit()

◆ process()

◆ report()

Friends And Related Symbol Documentation

◆ JEVOIS_DECLARE_PARAMETER() [1/2]

◆ JEVOIS_DECLARE_PARAMETER() [2/2]

◆ JEVOIS_DEFINE_ENUM_CLASS()

Member Data Documentation

◆ itsColor