CVB++ 14.0
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]preproCodePreprocessing code to determine the granularity for.
Returns
Granularity value for the preprocessing code.
Exceptions
Anyexception derived from std::exception including CvbException.

◆ operator!=()

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

Comparison operator for SearchResult objects.

Parameters
[in]lhsLeft hand side operand.
[in]rhsRight hand side operand.
Returns
True if lhs == rhs, false otherwise.
Exceptions
Doesnot throw any exception.

◆ operator==()

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

Comparison operator for SearchResult objects.

Parameters
[in]lhsLeft hand side operand.
[in]rhsRight hand side operand.
Returns
True if lhs != rhs, false otherwise.
Exceptions
Doesnot throw any exception.