Class TinyFaceDetector

_name

Static DEFAULT_FILTER_SIZES

boxEncodingSize

• get boxEncodingSize(): number

• Returns number

config

• get config(): TinyYolov2Config

• Returns TinyYolov2Config

isLoaded

• get isLoaded(): boolean

• Returns boolean

paramMappings

• get paramMappings(): ParamMapping[]

• Returns ParamMapping[]

params

• get params(): undefined | TNetParams

• Returns undefined | TNetParams

withClassScores

• get withClassScores(): boolean

• Returns boolean

detect

• detect(input, forwardParams?): Promise<ObjectDetection[]>

• Parameters

  • input: TNetInput

  • forwardParams: ITinyYolov2Options = {}

  Returns Promise<ObjectDetection[]>

dispose

• dispose(throwOnRedispose?): void

• Parameters

  • throwOnRedispose: boolean = true

  Returns void

extractWeights

• extractWeights(weights): void

• Parameters

  • weights: Float32Array

  Returns void

forward

• forward(input, inputSize): Promise<Tensor4D>

• Parameters

  • input: TNetInput

  • inputSize: number

  Returns Promise<Tensor4D>

forwardInput

• forwardInput(input, inputSize): Tensor4D

• Parameters

  • input: NetInput

  • inputSize: number

  Returns Tensor4D

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

reassignParamFromPath

• reassignParamFromPath(paramPath, tensor): void

• Parameters

  • paramPath: string

  • tensor: Tensor<Rank>

  Returns void

runMobilenet

• runMobilenet(x, params): Tensor4D

• Parameters

  • x: Tensor4D

  • params: MobilenetParams

  Returns Tensor4D

runTinyYolov2

• runTinyYolov2(x, params): Tensor4D

• Parameters

  • x: Tensor4D

  • params: DefaultTinyYolov2NetParams

  Returns Tensor4D

serializeParams

• serializeParams(): Float32Array

• Returns Float32Array

variable

• variable(): void

• Returns void