include/OpenCV/ml.h File Reference

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Classes

struct  CvVectors
struct  CvParamLattice
class  CvStatModel
struct  CvParamGrid
class  CvNormalBayesClassifier
class  CvKNearest
struct  CvSVMParams
struct  CvSVMKernel
struct  CvSVMKernelRow
struct  CvSVMSolutionInfo
class  CvSVMSolver
struct  CvSVMDecisionFunc
class  CvSVM
struct  CvEMParams
class  CvEM
struct  CvPair16u32s
struct  CvDTreeSplit
struct  CvDTreeNode
struct  CvDTreeParams
struct  CvDTreeTrainData
class  CvDTree
class  CvForestTree
struct  CvRTParams
class  CvRTrees
struct  CvERTreeTrainData
class  CvForestERTree
class  CvERTrees
struct  CvBoostParams
class  CvBoostTree
class  CvBoost
struct  CvANN_MLP_TrainParams
class  CvANN_MLP
struct  CvCNNLayer
struct  CvCNNConvolutionLayer
struct  CvCNNSubSamplingLayer
struct  CvCNNFullConnectLayer
struct  CvCNNetwork
struct  CvCNNStatModel
struct  CvCNNStatModelParams
struct  CvCrossValidationParams
struct  CvCrossValidationModel
struct  CvTrainTestSplit
class  CvMLData

Namespaces

namespace  cv

Typedefs

typedef struct CvParamLattice CvParamLattice
typedef struct CvCNNLayer CvCNNLayer
typedef struct CvCNNetwork CvCNNetwork
typedef const CvMatinput
typedef const CvMat CvMatoutput
typedef int t
typedef int const CvMatX
typedef int const CvMat const
CvMat
dE_dY
typedef int const CvMat const
CvMat CvMat
dE_dX
typedef CvCNNLayerlayer
typedef struct
CvCNNConvolutionLayer 
CvCNNConvolutionLayer
typedef struct
CvCNNSubSamplingLayer 
CvCNNSubSamplingLayer
typedef struct
CvCNNFullConnectLayer 
CvCNNFullConnectLayer
typedef struct CvCNNStatModel CvCNNStatModel
typedef struct CvCNNStatModelParams CvCNNStatModelParams
typedef const CvMat *CV_CDECL CvStatModelEstimateGetMat (const CvStatModel *estimateModel)
typedef const CvStatModelmodel
typedef const CvStatModel
const CvMat
features
typedef const CvStatModel
const CvMat int 
sample_t_flag
typedef const CvStatModel
const CvMat int const CvMat
responses
typedef float * correlation
typedef struct
CvCrossValidationParams 
CvCrossValidationParams
typedef struct
CvCrossValidationModel 
CvCrossValidationModel
typedef CvStatModel cv::StatModel
typedef CvParamGrid cv::ParamGrid
typedef CvNormalBayesClassifier cv::NormalBayesClassifier
typedef CvKNearest cv::KNearest
typedef CvSVMParams cv::SVMParams
typedef CvSVMKernel cv::SVMKernel
typedef CvSVMSolver cv::SVMSolver
typedef CvSVM cv::SVM
typedef CvEMParams cv::EMParams
typedef CvEM cv::ExpectationMaximization
typedef CvDTreeParams cv::DTreeParams
typedef CvMLData cv::TrainData
typedef CvDTree cv::DecisionTree
typedef CvForestTree cv::ForestTree
typedef CvRTParams cv::RandomTreeParams
typedef CvRTrees cv::RandomTrees
typedef CvERTreeTrainData cv::ERTreeTRainData
typedef CvForestERTree cv::ERTree
typedef CvERTrees cv::ERTrees
typedef CvBoostParams cv::BoostParams
typedef CvBoostTree cv::BoostTree
typedef CvBoost cv::Boost
typedef CvANN_MLP_TrainParams cv::ANN_MLP_TrainParams
typedef CvANN_MLP cv::NeuralNet_MLP

Functions

CV_INLINE CvParamLattice cvParamLattice (double min_val, double max_val, double log_step)
CV_INLINE CvParamLattice cvDefaultParamLattice (void)
typedef void (CV_CDECL *CvCNNLayerForward)(CvCNNLayer *layer
 CVAPI (CvCNNLayer *) cvCreateCNNConvolutionLayer(int n_input_planes
int int int int float int
CvMat *connect_mask 
CV_DEFAULT (0)
 CVAPI (CvCNNetwork *) cvCreateCNNetwork(CvCNNLayer *first_layer)
 CVAPI (CvStatModel *) cvTrainCNNClassifier(const CvMat *train_data
typedef int (CV_CDECL *CvStatModelEstimateNextStep)(CvStatModel *estimateModel)
typedef float (CV_CDECL *CvStatModelEstimateGetCurrentResult)(const CvStatModel *estimateModel
 CVAPI (float) cvCrossValidation(const CvMat *trueData
 CVAPI (void) cvRandMVNormal(CvMat *mean

Variables

int input_height
int int input_width
int int int n_output_planes
int int int int K
int int int int float init_learn_rate
int int int int float int learn_rate_decrease_type
int int int sub_samp_scale
int int int float a
int int int float float s
int n_outputs
int float float float int learning_type
int tflag
int const CvMat const
CvStatModelParams * 
params
int const CvMattrueClasses
int const CvMat CvStatModel *(* createClassifier )(const CvMat *, int, const CvMat *, const CvStatModelParams *, const CvMat *, const CvMat *, const CvMat *, const CvMat *)
int const CvMat CvStatModel
*(*) const CvStatModelParams
*estimateParam 
CV_DEFAULT )(0)
CvMatcov
CvMat CvMatsample
CvMatcovs []
CvMat float weights []
CvMat float int clsnum
CvMat ** samples
CvMat int num_samples
CvMat int int num_features
CvMat int int CvMat int num_classes

Typedef Documentation

typedef struct CvCNNLayer CvCNNLayer
typedef struct CvCNNetwork CvCNNetwork
void * input
typedef const CvMat CvMat* output
typedef int t
typedef int const CvMat* X
typedef int const CvMat const CvMat* dE_dY
typedef int const CvMat const CvMat CvMat* dE_dX
typedef CvCNNLayer* layer
typedef const CvMat* CV_CDECL CvStatModelEstimateGetMat(const CvStatModel *estimateModel)
typedef const CvStatModel * model
typedef const CvStatModel const CvMat* features
typedef const CvStatModel const CvMat int sample_t_flag
CvMat int int CvMat ** responses
typedef float* correlation

Function Documentation

CV_INLINE CvParamLattice cvParamLattice ( double  min_val,
double  max_val,
double  log_step 
)
CV_INLINE CvParamLattice cvDefaultParamLattice ( void   )
typedef void ( CV_CDECL *  CvCNNLayerForward )
CVAPI ( CvCNNLayer  )
int int int int float int CvMat* connect_mask CV_DEFAULT (  )
CVAPI ( CvCNNetwork  )
CVAPI ( CvStatModel  ) const
typedef int ( CV_CDECL *  CvStatModelEstimateNextStep )
typedef float ( CV_CDECL *  CvStatModelEstimateGetCurrentResult ) const
CVAPI ( float   ) const
CVAPI ( void   )

Variable Documentation

int int input_width
int int int n_output_planes
int int int int K
int float float float init_learn_rate
int int int float float float int learn_rate_decrease_type
int int int sub_samp_scale
int float a
int float float s
int n_outputs
int float float float int learning_type
int tflag
int const CvMat const CvStatModelParams* params
int const CvMat* trueClasses
int const CvMat CvStatModel*(* createClassifier)(const CvMat *, int, const CvMat *, const CvStatModelParams *, const CvMat *, const CvMat *, const CvMat *, const CvMat *)
CvMat float int CvMat CvMat *sampClasses CV_DEFAULT (  )
CvMat float int CvMat * sample
CvMat* covs[]
CvMat float weights[]
CvMat float int clsnum
CvMat int int CvMat int num_classes