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• FeatureExtractionLib
• FeatureExtraction

C# 클래스 FeatureExtractionLib.FeatureExtraction

파일 보기 프로젝트 열기: arunganesan/hand-gesture-recognition 1 사용 예제들

공개 프로퍼티들

프로퍼티	타입	설명
directory	string
num_classes_	int

공개 메소드들

메소드	설명
AddVectorViaGPUTest ( short input_array, short &output_array ) : void
ConviencePredictFeatureVectorGPU ( short feature_vector, float &predict_output ) : void
FeatureExtraction ( ModeFormat setMode = ModeFormat.Maize, string varDirectory = defaultDirectory, CPUorGPUFormat to_set_xPU_mode = CPUorGPUFormat.GPU ) : System
FindMaxDepthRandomForest ( int tree, int n_tree ) : void
GenerateFeatureVectorViaImageFiles ( string training_set_size ) : void
GenerateOffsetPairs ( ) : void
GetAllTransformedPairs ( int curPosition, int curDepth, List listOfTransformedPairPosition ) : void
GetFirstNTransformedPairs ( int curPosition, int curDepth, List listOfTransformedPairPosition, int N ) : void
HelperPruneSingleTree ( int new_tree, int old_tree, int new_offset, int old_offset, int cur_depth, int index_new_tree, int index_old_tree, int max_depth ) : int
HelperTransformSingleTree ( int new_tree, int old_tree, int new_tree_off ) : void
IsVectorAddingWrong ( short input_array, short output_array ) : bool
LoadRFModel ( string file_name = "" ) : void
PredictGPU ( short depth, float &predict_output ) : void
PredictOnePixelCPU ( int oneDimensionIndex, short depthArray, double &predictOutput ) : void
PredictOnePixelGPUWithCPUFeatureExtraction ( int one_dimension_index, short depthArray, float &predictOutput ) : void
PruneRFModel ( ) : void
PruneTrees ( int &new_tree, int old_tree, int max_depth, int num_tree ) : void
ReadOffsetPairsFromStorage ( ) : void
SetOffsetMax ( int x ) : void
SetOffsetMin ( int x ) : void
Shuffle ( List list ) : void
TransformTrees ( int new_tree, int old_tree, int num_trees ) : void
WriteOffsetPairsToStorage ( ) : void
WriteRFModel ( string file_name ) : void
testEnum ( ) : void
testSample ( ) : void
testSplit ( ) : void

비공개 메소드들

메소드	설명
ExtractFeatureFromOneDepthPointAndWriteToFile ( int oneDimensionIndex ) : void
FindMaxDepthSingleTree ( int tree, int index, int offset ) : int
GetDepthByPoint ( int X, int Y ) : int
GetFeatureVectorsFromOneDepthPoint ( int oneDimensionIndex, short depthArray ) : void
GetOffsetPairsFilename ( ) : string
GetOnePairRandomOffset ( int arrayInt ) : void
HelperFindLablesInTree ( int tree, int index, int offset, int y, int explored_depth ) : void
HelperGetOffset ( int Origin, int Offset, int curDepth ) : int
InitGPU ( ) : void
RandomSample ( int numerPerClass ) : void
ReadImageFileToGetDepthAndLabel ( string filePath ) : void
ReadImageFileToGetDepthAndLabel ( string filePath, HandGestureFormat gesture ) : void
SetDirectory ( string dir ) : void
SetMode ( ModeFormat setMode ) : void

메소드 상세

프로퍼티 상세