Cvb::Polimago Namespace Reference

Namespace for the Polimago package. More...

Namespaces
namespace	Testing
	Namespace for the Polimago package testing functionality.
namespace	Training
	Namespace for the Polimago package training functionality.

Classes
class	ClassificationPredictor
	Predictor to classify patterns with. More...
class	ClassificationResult
	Polimago classification result container. More...
class	PolimagoFactoryCreatedObject
	Base class for Polimago objects created by one of the factory classes. More...
class	PredictorBase
	Base class for Polimago predictors. More...
class	PredictorBaseEx
	Base class for Polimago predictors. More...
class	RegressionPredictor
	Polimago Regression predictor. More...
class	SearchPredictor
	Predictor that may be used for searching objects. More...
class	SearchResult
	Search results as provided by a Search Classifier. More...

Typedefs
using	ClassificationPredictorPtr = std::shared_ptr< ClassificationPredictor >
	Convenience shared pointer for ClassificationPredictor.
using	PolimagoFactoryCreatedObjectPtr = std::shared_ptr< PolimagoFactoryCreatedObject >
	Convenience shared pointer for PolimagoFactoryCreatedObject.
using	PredictorBasePtr = std::shared_ptr< PredictorBase >
	Convenience shared pointer for PredictorBase.
using	PredictorBaseExPtr = std::shared_ptr< PredictorBaseEx >
	Convenience shared pointer for PredictorBaseEx.
using	RegressionPredictorPtr = std::shared_ptr< RegressionPredictor >
	Convenience shared pointer for RegressionPredictor.
using	SearchPredictorPtr = std::shared_ptr< SearchPredictor >
	Convenience shared pointer for SearchPredictor.

Enumerations
enum class	ClassificationType { None , OneVersusAll , OneVersusOne }
	Determine the classification type to be carried out. More...
enum class	InterpolationType { None , Linear }
	Interpolation to be used when extracting image data for classifier generation. More...
enum class	InvarianceType { None = 0 , Translation = CExports::TI_Translations , RotationScaleTranslation = CExports::TI_RotScaleTrans , AffineGroup = CExports::TI_AffineGroup }
	Invariance types that can be defined for training. More...

Functions
int	GetGranularity (const String &preproCode)
	The function returns the granularity associated with a preprocessing code. More...
bool	operator== (const SearchResult &lhs, const SearchResult &rhs) noexcept
	Comparison operator for SearchResult objects. More...
bool	operator!= (const SearchResult &lhs, const SearchResult &rhs) noexcept
	Comparison operator for SearchResult objects. More...

Detailed Description

Namespace for the Polimago package.

Online Manual

Common Vision Blox-Tool Polimago

Example

Polimago/QmlCookieClassification

Remarks

CMake users: Link to imported target CVB::CvbPolimago

Enumeration Type Documentation

ClassificationType

enum class ClassificationType

strong

Determine the classification type to be carried out.

Enumerator
None	The enum element indicating undefined state.
OneVersusAll	Quick classification, that tests versus all classes simultaneously (but potentially at the cost of result quality, especially if many classes are involved).
OneVersusOne	Thorough classification, that tests all possible pairs of classes (which yields potentially better results if many classes are involved but takes significantly longer than the OneVersusAll approach).

InterpolationType

enum class InterpolationType

strong

Interpolation to be used when extracting image data for classifier generation.

Enumerator
None	Image data is (if necessary) extracted without interpolation.
Linear	Image data is (if necessary) extracted with linear interpolation.

InvarianceType

enum class InvarianceType

strong

Invariance types that can be defined for training.

Enumerator
None	No invariance (not valid for training!).
Translation	Translation.
RotationScaleTranslation	Rotation + Scale + Translation.
AffineGroup	Affine group (i.e. 2x2 matrix plus translation).

Function Documentation

GetGranularity()

int GetGranularity ( const String &  preproCode )

inline

The function returns the granularity associated with a preprocessing code.

Parameters

[in]

preproCode

Preprocessing code to determine the granularity for.

Returns

Granularity value for the preprocessing code.

Exceptions

Any	exception derived from std::exception including CvbException.

operator!=()

bool operator!= ( const SearchResult &  lhs, const SearchResult &  rhs  )

inlinenoexcept

Comparison operator for SearchResult objects.

Parameters

[in]	lhs	Left hand side operand.
[in]	rhs	Right hand side operand.

Returns

True if lhs == rhs, false otherwise.

Exceptions

Does	not throw any exception.

operator==()

bool operator== ( const SearchResult &  lhs, const SearchResult &  rhs  )

inlinenoexcept

Comparison operator for SearchResult objects.

Parameters

[in]	lhs	Left hand side operand.
[in]	rhs	Right hand side operand.

Returns

True if lhs != rhs, false otherwise.

Exceptions

Does	not throw any exception.