EndoscopicToolSegmentationCustomModel Class Reference

#include <EndoscopyPlugin/Include/ImFusion/Endoscopy/EndoscopicToolSegmentationCustomModel.h>

Endoscopic tool segmentation using a custom machine learning model. More...

Inheritance diagram for EndoscopicToolSegmentationCustomModel:

Detailed Description

Endoscopic tool segmentation using a custom machine learning model.

This backend loads a machine learning model from a user-specified configuration path and applies it to the input image set to produce a segmentation label image. The model path is set via the "modelConfigurationPath" parameter. The output is a label image with classes for "Background" and "Endoscopic Tool".

Public Member Functions
	EndoscopicToolSegmentationCustomModel ()
	Constructs the custom model backend.
std::string	name () const override
	Returns the backend name ("Custom Model").
std::unique_ptr< SharedImageSet >	process (const SharedImageSet &images)
	Runs the segmentation model on the input image set.
void	configure (const Properties *p) override
	Configures the backend with the given properties (e.g., model path).
void	configuration (Properties *p) const override
	Retrieves the current configuration of the backend.
bool	hasValidModelPath () const
	Checks if the model path is valid and points to an existing file.
Public Member Functions inherited from Configurable
virtual void	configureDefaults ()
	Retrieve the properties of this object, replaces values with their defaults and sets it again.
void	registerParameter (ParameterBase *param)
	Register the given Parameter or SubProperty, so that it will be configured during configure()/configuration().
void	unregisterParameter (const ParameterBase *param)
	Remove the given Parameter or SubProperty from the list of registered parameters.
	Configurable (const Configurable &rhs)
	Configurable (Configurable &&rhs) noexcept
Configurable &	operator= (const Configurable &)
Configurable &	operator= (Configurable &&) noexcept
Public Member Functions inherited from SignalReceiver
	SignalReceiver ()=default
	Default constructor.
	SignalReceiver (const SignalReceiver &other)
	Copy constructor, does not copy any existing signal connections from other.
SignalReceiver &	operator= (SignalReceiver rhs)
	Assignment operator, disconnects all existing connections, does not copy any existing signal connections from rhs.
virtual	~SignalReceiver ()
	Virtual destructor disconnects from all connected signals.

Public Attributes
Parameter< Filesystem::Path >	p_modelPath = {"modelConfigurationPath", "", *this}
	Parameter for specifying the model configuration file path.
Public Attributes inherited from Configurable
Signal	signalParametersChanged
	Emitted whenever one of the registered Parameters' or SubPropertys' signalValueChanged signal was emitted.

Additional Inherited Members
Protected Member Functions inherited from SignalReceiver
void	disconnectAll ()
	Disconnects all existing connections.
Protected Attributes inherited from Configurable
std::vector< Param >	m_params
	List of all registered Parameter and SubProperty instances.

Member Function Documentation

name()

std::string name ( ) const

inlineoverridevirtual

Returns the backend name ("Custom Model").

Implements EndoscopicToolSegmentation.

process()

std::unique_ptr< SharedImageSet > process ( const SharedImageSet & images )

virtual

Runs the segmentation model on the input image set.

Parameters

images

Input image set (must be compatible with the model).

Returns

Segmentation result as a label image, or nullptr on error.

Implements EndoscopicToolSegmentation.

configure()

void configure ( const Properties * p )

overridevirtual

Configures the backend with the given properties (e.g., model path).

Reimplemented from Configurable.

configuration()

void configuration ( Properties * p ) const

overridevirtual

Retrieves the current configuration of the backend.

Reimplemented from Configurable.

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

• EndoscopyPlugin/Include/ImFusion/Endoscopy/EndoscopicToolSegmentationCustomModel.h