FLImagingCLR::AI Namespace Reference

Classes
class	CAIModelFeature_LMI_VMI
	Base class of AI classes Base of AI classes, has common getter/setter. More...
class	CAIModelFeatureBase
	Base class of AI classes Base of AI classes, has common getter/setter. More...
class	CAIModelFeatureBaseAbstract
	Base abstract class of AI classes Base of AI abtract classes. More...
class	CAlgorithmAIBase
	Processing unit AI class required by algorithm. More...
class	CAnomalyDetectionDL
	CAnomalyDetectionDL classes. More...
class	CAugmentationSpec
	Augmentation parameter spec class By transforming the images, it increases the diversity of training images, preventing overfitting and allowing the model to learn generalized features. When all augmentation options are enabled, the sequence of image augmentation processing is as follows: More...
class	CAutoLabelerDL
	CAutoLabelerDL classes. More...
class	CAutoSaveSpec
	The auto save parameters class. More...
class	CCharacterBasedOCRDL
	CCharacterBasedOCRDL classes. More...
class	CClassifierDL
	CClassifierDL classes. More...
class	CGenerativeAdversarialNetworkDL
	CGenerativeAdversarialNetworkDL classes. More...
class	CGenerativeAdversarialNetworkInpaintingDL
	CGenerativeAdversarialNetworkInpaintingDL classes. More...
class	CInstanceSegmentationDL
	CInstanceSegmentationDL classes. More...
class	CLabelRenamerDL
	Class that replace labels with specific names in the dataset with names set by user. More...
class	CObjectDetectionDL
	CObjectDetectionDL classes. More...
class	COptimizerSpecAdaBeliefGradientDescent
	Optimizer spec classes Optimizer spec classes, has common getter/setter. More...
class	COptimizerSpecAdaGradientDescent
	Optimizer spec classes Optimizer spec classes, has common getter/setter. More...
class	COptimizerSpecAdamGradientDescent
	Optimizer spec classes Optimizer spec classes, has common getter/setter. More...
class	COptimizerSpecBase
	Optimizer spec classes Optimizer spec classes, has common getter/setter. More...
class	COptimizerSpecGradientDescent
	Optimizer spec classes Optimizer spec classes, has common getter/setter. More...
class	COptimizerSpecMomentumGradientDescent
	Optimizer spec classes Optimizer spec classes, has common getter/setter. More...
class	COptimizerSpecRMSPropGradientDescent
	Optimizer spec classes Optimizer spec classes, has common getter/setter. More...
class	COptimizerSpecStochasticGradientDescent
	Optimizer spec classes Optimizer spec classes, has common getter/setter. More...
class	CReportDescriptorForSegmentationRegionExtractor
	ReportDescriptorForSegmentationRegionExtractor class. More...
class	CSemanticSegmentationDL
	CSemanticSegmentationDL classes. More...
class	CStringBasedOCRDL
	CStringBasedOCRDL classes. More...
class	CSuperResolutionDL
	CSuperResolutionDL classes. More...
class	CUnnamedLabelRemoverDL
	Validation Image Extractor class. More...
class	CValidationImageExtractorDL
	Validation Image Extractor class. More...

Enumerations
enum class	EInputSizeMode { Optimal = 0 , UserDefined }
enum class	EMiniBatchSizeMode { Auto = 0 , UserDefinedSize , UserDefinedIteration }
enum class	EOptimizerType {   GradientDescent = 0 , StochasticGradientDescent , MomentumGradientDescent , AdaGradientDescent ,   RMSPropGradientDescent , AdamGradientDescent , AdaBeliefGradientDescent }
enum class	EIoU {   EIoU_IoU = 0 , EIoU_GIoU , EIoU_MSE , EIoU_DIoU ,   EIoU_CIoU }
enum class	ENonMaximumSuppressionType { ENonMaximumSuppressionType_None = 0 , ENonMaximumSuppressionType_Greedy , ENonMaximumSuppressionType_DIoU , ENonMaximumSuppressionType_Corners }

Detailed Description

AI namespace

Enumeration Type Documentation

EInputSizeMode

enum class FLImagingCLR::AI::EInputSizeMode

strong

input size mode enumeration

Enumerator
Optimal	Optimal input size for a set model
UserDefined	User-defined size

EIoU

enum class FLImagingCLR::AI::EIoU

strong

IoU(Intersection over Union) type enumeration

Enumerator
EIoU_IoU	Intersection over Union
EIoU_GIoU	Generalized IoU
EIoU_MSE	MSE IoU
EIoU_DIoU	Distance IoU
EIoU_CIoU	Complete IoU, considering aspect ration in DIoU

EMiniBatchSizeMode

enum class FLImagingCLR::AI::EMiniBatchSizeMode

strong

mini batch size mode enumeration

Enumerator
Auto	Optimal mini batch size for available memory
UserDefinedSize	User-defined size
UserDefinedIteration	User-defined iteration

ENonMaximumSuppressionType

enum class FLImagingCLR::AI::ENonMaximumSuppressionType

strong

NMS algorithm type enumeration

Enumerator
ENonMaximumSuppressionType_None	None
ENonMaximumSuppressionType_Greedy	Greedy algorithm
ENonMaximumSuppressionType_DIoU	DIoU algorithm
ENonMaximumSuppressionType_Corners	Corners algorithm

EOptimizerType

enum class FLImagingCLR::AI::EOptimizerType

strong

Optimizer Type

Enumerator
GradientDescent	Gradient Descent
StochasticGradientDescent	Stochastic Gradient Descent
MomentumGradientDescent	Momentum
AdaGradientDescent	Ada
RMSPropGradientDescent	RMSProp
AdamGradientDescent	Adam
AdaBeliefGradientDescent	AdaBelief