model

type Config struct {
	FaceDetectionConfigurationFile string `json:"opencvfile"`
	FaceRecognitionBasePath        string `json:"facerecognitionbasepath"`
}

type CosineDissimilarity struct {
}

type Euclidean struct {
}

type FaceRecognitionItem struct {
	User           User     `json:"user"`
	TrainingImages []string `json:"_"`
}

type FaceRecognitionLib struct {
	Items                  map[string]*FaceRecognitionItem `json:"facerecognition_lib"`
	MinimalNumOfComponents int
	Width                  int
	Height                 int
}

type FeatureExtraction struct {
	TrainingSet          []*algorithm.Matrix
	Labels               []string
	NumOfComponents      int
	MeanMatrix           *algorithm.Matrix
	W                    *algorithm.Matrix
	ProjectedTrainingSet []*ProjectedTrainingMatrix
}

type L1 struct {
}

type LDA struct {
	FeatureExtraction *FeatureExtraction
}

type LPP struct {
	FeatureExtraction *FeatureExtraction
}

type MixArray struct {
	Mixes []*mix
}

type PCA struct {
	FeatureExtraction *FeatureExtraction
}

type ProjectedTrainingMatrix struct {
	Matrix   *algorithm.Matrix
	Label    string
	Distance float64
}

type Trainer struct {
	Metric            func(a, b *algorithm.Matrix) float64
	FeatureType       string
	FeatureExtraction *FeatureExtraction
	NumOfComponents   int
	K                 int
	TrainingSet       []*algorithm.Matrix
	TrainingLabels    []string
	Model             []*ProjectedTrainingMatrix
}

type User struct {
	FirstName string `json:"first_name"`
	LastName  string `json:"last_name"`
}