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Class Human

Main Class for Human library

All methods and properties are available only as members of Human class

Configuration object definition: @link Config Results object definition: @link Result Possible inputs: @link Input

Hierarchy

  • Human

Index

Constructors

Properties

Methods

Constructors

constructor

  • Parameters

    • userConfig: Object | Config = ...

    Returns Human

Properties

classes

classes: { age: __module; body: __module | __module; emotion: __module; facemesh: __module; gender: __module; hand: __module; nanodet: __module }

Type declaration

  • age: __module
  • body: __module | __module
  • emotion: __module
  • facemesh: __module
  • gender: __module
  • hand: __module
  • nanodet: __module

config

config: Config

draw

draw: { all: (inCanvas: HTMLCanvasElement, result: any) => Promise<void>; body: (inCanvas: HTMLCanvasElement, result: any[]) => Promise<void>; canvas: (inCanvas: HTMLCanvasElement, outCanvas: HTMLCanvasElement) => Promise<void>; drawOptions?: { bufferedOutput: Boolean; color: string; drawBoxes: Boolean; drawLabels: Boolean; drawPoints: Boolean; drawPolygons: Boolean; fillPolygons: Boolean; font: string; labelColor: string; lineHeight: number; lineWidth: number; pointSize: number; roundRect: number; shadowColor: string; useCurves: Boolean; useDepth: Boolean; useRawBoxes: Boolean }; face: (inCanvas: HTMLCanvasElement, result: any[]) => Promise<void>; gesture: (inCanvas: HTMLCanvasElement, result: any[]) => Promise<void>; hand: (inCanvas: HTMLCanvasElement, result: any[]) => Promise<void> }

Type declaration

  • all: (inCanvas: HTMLCanvasElement, result: any) => Promise<void>
      • (inCanvas: HTMLCanvasElement, result: any): Promise<void>

      • Parameters

        • inCanvas: HTMLCanvasElement
        • result: any

        Returns Promise<void>

  • body: (inCanvas: HTMLCanvasElement, result: any[]) => Promise<void>
      • (inCanvas: HTMLCanvasElement, result: any[]): Promise<void>

      • Parameters

        • inCanvas: HTMLCanvasElement
        • result: any[]

        Returns Promise<void>

  • canvas: (inCanvas: HTMLCanvasElement, outCanvas: HTMLCanvasElement) => Promise<void>
      • (inCanvas: HTMLCanvasElement, outCanvas: HTMLCanvasElement): Promise<void>

      • Parameters

        • inCanvas: HTMLCanvasElement
        • outCanvas: HTMLCanvasElement

        Returns Promise<void>

  • Optional drawOptions?: { bufferedOutput: Boolean; color: string; drawBoxes: Boolean; drawLabels: Boolean; drawPoints: Boolean; drawPolygons: Boolean; fillPolygons: Boolean; font: string; labelColor: string; lineHeight: number; lineWidth: number; pointSize: number; roundRect: number; shadowColor: string; useCurves: Boolean; useDepth: Boolean; useRawBoxes: Boolean }
    • bufferedOutput: Boolean
    • color: string
    • drawBoxes: Boolean
    • drawLabels: Boolean
    • drawPoints: Boolean
    • drawPolygons: Boolean
    • fillPolygons: Boolean
    • font: string
    • labelColor: string
    • lineHeight: number
    • lineWidth: number
    • pointSize: number
    • roundRect: number
    • shadowColor: string
    • useCurves: Boolean
    • useDepth: Boolean
    • useRawBoxes: Boolean
  • face: (inCanvas: HTMLCanvasElement, result: any[]) => Promise<void>
      • (inCanvas: HTMLCanvasElement, result: any[]): Promise<void>

      • Parameters

        • inCanvas: HTMLCanvasElement
        • result: any[]

        Returns Promise<void>

  • gesture: (inCanvas: HTMLCanvasElement, result: any[]) => Promise<void>
      • (inCanvas: HTMLCanvasElement, result: any[]): Promise<void>

      • Parameters

        • inCanvas: HTMLCanvasElement
        • result: any[]

        Returns Promise<void>

  • hand: (inCanvas: HTMLCanvasElement, result: any[]) => Promise<void>
      • (inCanvas: HTMLCanvasElement, result: any[]): Promise<void>

      • Parameters

        • inCanvas: HTMLCanvasElement
        • result: any[]

        Returns Promise<void>

image

image: { canvas: HTMLCanvasElement | OffscreenCanvas; tensor: Tensor }

Type declaration

  • canvas: HTMLCanvasElement | OffscreenCanvas
  • tensor: Tensor

models

models: { age: null | Model; blazepose: null | Model; embedding: null | Model; emotion: null | Model; face: null | MediaPipeFaceMesh; gender: null | Model; handpose: null | HandPose; iris: null | Model; nanodet: null | Model; posenet: null | PoseNet }

Type declaration

  • age: null | Model
  • blazepose: null | Model
  • embedding: null | Model
  • emotion: null | Model
  • face: null | MediaPipeFaceMesh
  • gender: null | Model
  • handpose: null | HandPose
  • iris: null | Model
  • nanodet: null | Model
  • posenet: null | PoseNet

state

state: String

sysinfo

sysinfo: { agent: String; platform: String }

Type declaration

  • agent: String
  • platform: String

tf

tf: __module

version

version: String

Methods

detect

enhance

  • enhance(input: Tensor): null | Tensor

  • Parameters

    • input: Tensor

    Returns null | Tensor

load

  • load(userConfig?: Object | Config): Promise<void>

  • Parameters

    • userConfig: Object | Config = ...

    Returns Promise<void>

match

  • match(faceEmbedding: Number[], db: { embedding: Number[]; name: String; source: undefined | String }[], threshold?: number): { embedding: Number[]; name: String; simmilarity: Number; source: undefined | String }

  • Parameters

    • faceEmbedding: Number[]
    • db: { embedding: Number[]; name: String; source: undefined | String }[]
    • threshold: number = 0

    Returns { embedding: Number[]; name: String; simmilarity: Number; source: undefined | String }

    • embedding: Number[]
    • name: String
    • simmilarity: Number
    • source: undefined | String

profileData

  • profileData(): {} | { largestKernelOps: any; newBytes: any; newTensors: any; numKernelOps: any; peakBytes: any; slowestKernelOps: any; timeKernelOps: any }

  • Returns {} | { largestKernelOps: any; newBytes: any; newTensors: any; numKernelOps: any; peakBytes: any; slowestKernelOps: any; timeKernelOps: any }

simmilarity

  • simmilarity(embedding1: Number[], embedding2: Number[]): Number

  • Parameters

    • embedding1: Number[]
    • embedding2: Number[]

    Returns Number

warmup

  • warmup(userConfig?: Object | Config): Promise<Result | { error: any }>

  • Parameters

    • userConfig: Object | Config = ...

    Returns Promise<Result | { error: any }>