Cvb::SampleDatabase Namespace Reference

Namespace for the SampleDatabase package. More...

Classes
class	Fringes
	Object describing the fringes that are available around images in a sample image list. More...
class	ImageClassificationInfoCollection
	Collection of class information inside a classification sample list. More...
class	ImageClassificationLabelInfo
	Classification label information. More...
class	ImageCollection
	Collection of image samples. More...
class	ImageRegressionInfoCollection
	Collection of regression information inside a regression sample list. More...
class	ImageRegressionLabelInfo
	Regression label information. More...
class	LabelInfoCollection
	Information collection for class labels. More...
class	SampleClassificationImageList
	Classifier type that operates on images. More...
class	SampleCollection
	Collection of data samples. More...
class	SampleImageList
	Classifier type that operates on images. More...
class	SampleList
	Base class for sample lists. More...
class	SampleListImageDataType
	Descriptor for image data to be digested by an image list. More...
class	SampleRegressionImageList
	Classifier type that operates on images. More...

Typedefs
using	SampleClassificationImageListPtr = std::shared_ptr< SampleClassificationImageList >
	Convenience shared pointer for SampleClassificationImageList.
using	SampleRegressionImageListPtr = std::shared_ptr< SampleRegressionImageList >
	Convenience shared pointer for SampleRegressionImageList.
using	SampleImageListPtr = std::shared_ptr< SampleImageList >
	Convenience shared pointer for SampleImageList.
typedef std::function< String(const String &labelIn)>	LabelTransformStringToString
	Callback for label transformation. More...
typedef std::function< std::vector< float >(const String &labelIn)>	LabelTransformStringToVector
	Callback for label transformation. More...
typedef std::function< std::vector< float >(const std::vector< float > &labelIn)>	LabelTransformVectorToVector
	Callback for label transformation. More...
typedef std::function< String(const std::vector< float > &labelIn)>	LabelTransformVectorToString
	Callback for label transformation. More...
typedef std::function< std::unique_ptr< Image >(const Image &imgIn)>	DataTransformImageToImage
	Image data transformation callback. More...
using	SampleListPtr = std::shared_ptr< SampleList >
	Convenience shared pointer for SampleList.
using	SampleListImageDataTypePtr = std::shared_ptr< SampleListImageDataType >
	Convenience shared pointer for SampleListImageDataType.

Enumerations
enum class	SampleExtractionMode { TopLeftCorner , OriginPosition }
	Possible approaches to the sample extraction in the "Add" methods of image list classes. More...

Detailed Description

Namespace for the SampleDatabase package.

Remarks

CMake users: Link to imported target CVB::CvbSampleDatabase

Typedef Documentation

DataTransformImageToImage

typedef std::function<std::unique_ptr<Image>(const Image &imgIn)> DataTransformImageToImage

Image data transformation callback.

Parameters

[in]

imgIn

Image to be transformed.

Returns

Transformed image.

Exceptions

Does	not throw any exception.

LabelTransformStringToString

typedef std::function<String (const String &labelIn)> LabelTransformStringToString

Callback for label transformation.

Parameters

[in]

labelIn

Label to be transformed.

Returns

Transformed label.

Exceptions

Does	not throw any exception.

LabelTransformStringToVector

typedef std::function<std::vector<float>(const String &labelIn)> LabelTransformStringToVector

Callback for label transformation.

Parameters

[in]

labelIn

Label to be transformed.

Returns

Transformed label.

Exceptions

Does	not throw any exception.

LabelTransformVectorToString

typedef std::function<String (const std::vector<float> &labelIn)> LabelTransformVectorToString

Callback for label transformation.

Parameters

[in]

labelIn

Label to be transformed.

Returns

Transformed label.

Exceptions

Does	not throw any exception.

LabelTransformVectorToVector

typedef std::function<std::vector<float>(const std::vector<float> &labelIn)> LabelTransformVectorToVector

Callback for label transformation.

Parameters

[in]

labelIn

Label to be transformed.

Returns

Transformed label.

Exceptions

Does	not throw any exception.

Enumeration Type Documentation

SampleExtractionMode

enum class SampleExtractionMode

strong

Possible approaches to the sample extraction in the "Add" methods of image list classes.

Enumerator
TopLeftCorner	Position parameter is assumed to refer to the top left corner of the feature window.
OriginPosition	Position parameter is assumed to refer to the origin of the feature window.