FLImaging::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	CAlgorithmAIBase
	Processing unit AI class required by algorithm. More...
class	CAnomalyDetectionDL
	CAnomalyDetectionDL classes. More...
class	CAugmentationParameters
	Augmentation Parameter 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	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
	Ada Belief Gradient Descent Optimizer spec classes. More...
class	COptimizerSpecAdaGradientDescent
	Ada Gradient Descent Optimizer spec classes. More...
class	COptimizerSpecAdamGradientDescent
	Adam Gradient Descent Optimizer spec classes. More...
class	COptimizerSpecBase
	Optimizer spec base classes, has common getter/setter. More...
class	COptimizerSpecGradientDescent
	Gradient Descent Optimizer spec classes. More...
class	COptimizerSpecMomentumGradientDescent
	Momentum Gradient Descent Optimizer spec classes. More...
class	COptimizerSpecRMSPropGradientDescent
	RMSProp Gradient Descent Optimizer spec classes. More...
class	COptimizerSpecStochasticGradientDescent
	Stochastic Gradient Descent Optimizer spec classes. More...
class	CProcessingUnitManagerAI
	AI Processing unit management class. More...
class	CReportDescriptorForSegmentationRegionExtractor
	ReportDescriptorForSegmentationRegionExtractor class. More...
class	CSemanticSegmentationDL
	CSemanticSegmentationDL classes. More...
class	CStringBasedOCRDL
	CStringBasedOCRDL classes. More...
class	CSuperResolutionDL
	CSuperResolutionDL classes. More...
class	CUnnamedLabelRemoverDL
	Class to remove unnamed figures from a dataset. More...
class	CValidationImageExtractorDL
	Validation Image Extractor class. More...

Enumerations
enum	EOptimizerType {   EOptimizerType_GradientDescent = 0 , EOptimizerType_StochasticGradientDescent , EOptimizerType_AdaGradientDescent , EOptimizerType_MomentumGradientDescent ,   EOptimizerType_RMSPropGradientDescent , EOptimizerType_AdamGradientDescent , EOptimizerType_AdaBeliefGradientDescent }
enum	EMiniBatchSizeMode { EMiniBatchSizeMode_Auto = 0 , EMiniBatchSizeMode_UserDefinedSize , EMiniBatchSizeMode_UserDefinedIteration }
enum	ETilingMode {   ETilingMode_NoTiling_NoFit = 0 , ETilingMode_NoTiling_Fit , ETilingMode_SingleAxisTiling_ProportionalFit , ETilingMode_BothAxesTiling_NoFit ,   ETilingMode_NoTiling_ProportionalFit }

Detailed Description

AI namespace

Enumeration Type Documentation

EMiniBatchSizeMode

enum FLImaging::AI::EMiniBatchSizeMode

mini batch size mode enumeration

Enumerator
EMiniBatchSizeMode_Auto	Optimal mini batch size for available memory
EMiniBatchSizeMode_UserDefinedSize	User-defined size
EMiniBatchSizeMode_UserDefinedIteration	User-defined iteration

EOptimizerType

enum FLImaging::AI::EOptimizerType

Optimizer type enumeration

Enumerator
EOptimizerType_GradientDescent	Gradient Descent
EOptimizerType_StochasticGradientDescent	Stochastic Gradient Descent
EOptimizerType_AdaGradientDescent	Ada Gradient Descent
EOptimizerType_MomentumGradientDescent	Momentum Gradient Descent
EOptimizerType_RMSPropGradientDescent	RMSProp Gradient Descent
EOptimizerType_AdamGradientDescent	Adam Gradient Descent
EOptimizerType_AdaBeliefGradientDescent	AdaBelief Gradient Descent

ETilingMode

enum FLImaging::AI::ETilingMode

Image Tiling Mode

Enumerator
ETilingMode_NoTiling_NoFit	The image will be input to the model without resizing.
ETilingMode_NoTiling_Fit	The image will be resized to the model size.
ETilingMode_SingleAxisTiling_ProportionalFit	Split the image into one-directional segments while maintaining a square aspect ratio.
ETilingMode_BothAxesTiling_NoFit	Grid split the image into the model size while maintaining the original dimensions.
ETilingMode_NoTiling_ProportionalFit	The image will be resized to the model size while ensuring that the image is not distorted. (Default)