Class TinyFaceDetector

_name

StaticDEFAULT_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: TNetInput,
      forwardParams?: ITinyYolov2Options,
  ): Promise<ObjectDetection[]>

• Parameters

  • input: TNetInput
  • forwardParams: ITinyYolov2Options = {}

  Returns Promise<ObjectDetection[]>

dispose

• dispose(throwOnRedispose?: boolean): void

• Parameters

  • throwOnRedispose: boolean = true

  Returns void

extractWeights

• extractWeights(weights: Float32Array): void

• Parameters

  • weights: Float32Array

  Returns void

forward

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

• Parameters

  • input: TNetInput
  • inputSize: number

  Returns Promise<Tensor4D>

forwardInput

• forwardInput(input: NetInput, inputSize: number): Tensor4D

• Parameters

  • input: NetInput
  • inputSize: number

  Returns Tensor4D

freeze

• freeze(): void

• Returns void

getFrozenParams

• getFrozenParams(): { path: string; tensor: tf.Tensor }[]

• Returns { path: string; tensor: tf.Tensor }[]

getParamFromPath

• getParamFromPath(paramPath: string): tf.Tensor

• Parameters

  • paramPath: string

  Returns tf.Tensor

getParamList

• getParamList(): { path: string; tensor: tf.Tensor }[]

• Returns { path: string; tensor: tf.Tensor }[]

getTrainableParams

• getTrainableParams(): { path: string; tensor: tf.Tensor }[]

• Returns { path: string; tensor: tf.Tensor }[]

load

• load(weightsOrUrl: undefined | string | Float32Array): Promise<void>

• Parameters

  • weightsOrUrl: undefined | string | Float32Array

  Returns Promise<void>

loadFromDisk

• loadFromDisk(filePath: undefined | string): Promise<void>

• Parameters

  • filePath: undefined | string

  Returns Promise<void>

loadFromUri

• loadFromUri(uri: undefined | string): Promise<void>

• Parameters

  • uri: undefined | string

  Returns Promise<void>

loadFromWeightMap

• loadFromWeightMap(weightMap: NamedTensorMap): void

• Parameters

  • weightMap: NamedTensorMap

  Returns void

reassignParamFromPath

• reassignParamFromPath(paramPath: string, tensor: tf.Tensor): void

• Parameters

  • paramPath: string
  • tensor: tf.Tensor

  Returns void

runMobilenet

• runMobilenet(x: Tensor4D, params: MobilenetParams): Tensor4D

• Parameters

  • x: Tensor4D
  • params: MobilenetParams

  Returns Tensor4D

runTinyYolov2

• runTinyYolov2(x: Tensor4D, params: DefaultTinyYolov2NetParams): Tensor4D

• Parameters

  • x: Tensor4D
  • params: DefaultTinyYolov2NetParams

  Returns Tensor4D

serializeParams

• serializeParams(): Float32Array

• Returns Float32Array

variable

• variable(): void

• Returns void