Class FaceDetectionNet

_name

isLoaded

• get isLoaded(): boolean

• Returns boolean

paramMappings

• get paramMappings(): ParamMapping[]

• Returns ParamMapping[]

params

• get params(): undefined | TNetParams

• Returns undefined | TNetParams

dispose

• dispose(throwOnRedispose?): void

• Parameters

  • throwOnRedispose: boolean = true

  Returns void

extractWeights

• extractWeights(weights): void

• Parameters

  • weights: Float32Array

  Returns void

forward

• forward(input): Promise<{
      boxes: Tensor2D[];
      scores: Tensor1D[];
  }>

• Parameters

  • input: TNetInput

  Returns Promise<{
      boxes: Tensor2D[];
      scores: Tensor1D[];
  }>

forwardInput

• forwardInput(input): {
      boxes: Tensor2D[];
      scores: Tensor1D[];
  }

• Parameters

  • input: NetInput

  Returns {
      boxes: Tensor2D[];
      scores: Tensor1D[];
  }

  • boxes: Tensor2D[]

  • scores: Tensor1D[]

freeze

• freeze(): void

• Returns void

getFrozenParams

• getFrozenParams(): {
      path: string;
      tensor: Tensor<Rank>;
  }[]

• Returns {
      path: string;
      tensor: Tensor<Rank>;
  }[]

getParamFromPath

• getParamFromPath(paramPath): Tensor<Rank>

• Parameters

  • paramPath: string

  Returns Tensor<Rank>

getParamList

• getParamList(): {
      path: string;
      tensor: Tensor<Rank>;
  }[]

• Returns {
      path: string;
      tensor: Tensor<Rank>;
  }[]

getTrainableParams

• getTrainableParams(): {
      path: string;
      tensor: Tensor<Rank>;
  }[]

• Returns {
      path: string;
      tensor: Tensor<Rank>;
  }[]

load

• load(weightsOrUrl): Promise<void>

• Parameters

  • weightsOrUrl: undefined | string | Float32Array

  Returns Promise<void>

loadFromDisk

• loadFromDisk(filePath): Promise<void>

• Parameters

  • filePath: undefined | string

  Returns Promise<void>

loadFromUri

• loadFromUri(uri): Promise<void>

• Parameters

  • uri: undefined | string

  Returns Promise<void>

loadFromWeightMap

• loadFromWeightMap(weightMap): void

• Parameters

  • weightMap: NamedTensorMap

  Returns void

locateFaces

• locateFaces(input, options?): Promise<FaceDetection[]>

• Parameters

  • input: TNetInput
  • options: ISsdMobilenetv1Options = {}

  Returns Promise<FaceDetection[]>

reassignParamFromPath

• reassignParamFromPath(paramPath, tensor): void

• Parameters

  • paramPath: string
  • tensor: Tensor<Rank>

  Returns void

serializeParams

• serializeParams(): Float32Array

• Returns Float32Array

variable

• variable(): void

• Returns void