classification

Documentation

Overview

Package classification implements a classifier for use as a visModel in the vision service

Index

• type Classification
  • func NewClassification(score float64, label string) Classification
• type Classifications
  • func (cc Classifications) TopN(n int) (Classifications, error)
• type Classifier

Types

type Classification

type Classification interface {
	Score() float64
	Label() string
}

Classification returns a confidence score of the classification and a label of the class.

func NewClassification

func NewClassification(score float64, label string) Classification

NewClassification creates a simple 2D classification.

type Classifications

type Classifications []Classification

Classifications is a list of the Classification object.

func (Classifications) TopN

func (cc Classifications) TopN(n int) (Classifications, error)

TopN finds the N Classifications with the highest confidence scores.

type Classifier

type Classifier func(context.Context, image.Image) (Classifications, error)

A Classifier is defined as a function from an image to a list of Classifications.