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Class FaceRecognitionNet

Hierarchy

  • NeuralNetwork<NetParams>
    • FaceRecognitionNet

Index

Constructors

Properties

Methods

Constructors

constructor

  • Returns FaceRecognitionNet

Properties

Protected _name

_name: string

Protected _paramMappings

_paramMappings: ParamMapping[]

Protected _params

_params: NetParams | undefined

isLoaded

isLoaded: boolean

paramMappings

paramMappings: ParamMapping[]

params

params: NetParams | undefined

Methods

computeFaceDescriptor

  • computeFaceDescriptor(input: TNetInput): Promise<Float32Array | Float32Array[]>

  • Parameters

    Returns Promise<Float32Array | Float32Array[]>

dispose

  • dispose(throwOnRedispose?: undefined | false | true): void

  • Parameters

    • Optional throwOnRedispose: undefined | false | true

    Returns void

Protected extractParams

  • extractParams(weights: Float32Array): object

  • Parameters

    • weights: Float32Array

    Returns object

Protected extractParamsFromWeigthMap

  • extractParamsFromWeigthMap(weightMap: tf.NamedTensorMap): object

  • Parameters

    • weightMap: tf.NamedTensorMap

    Returns object

extractWeights

  • extractWeights(weights: Float32Array): void

  • Parameters

    • weights: Float32Array

    Returns void

forward

  • forward(input: TNetInput): Promise<tf.Tensor2D>

  • Parameters

    Returns Promise<tf.Tensor2D>

forwardInput

  • forwardInput(input: NetInput): tf.Tensor2D

  • Parameters

    • input: NetInput

    Returns tf.Tensor2D

freeze

  • freeze(): void

  • Returns void

Protected getDefaultModelName

  • getDefaultModelName(): string

  • Returns string

getFrozenParams

  • getFrozenParams(): object[]

  • Returns object[]

getParamFromPath

  • getParamFromPath(paramPath: string): tf.Tensor

  • Parameters

    • paramPath: string

    Returns tf.Tensor

getParamList

  • getParamList(): object[]

  • Returns object[]

getTrainableParams

  • getTrainableParams(): object[]

  • Returns object[]

load

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

  • Parameters

    • weightsOrUrl: Float32Array | string | undefined

    Returns Promise<void>

loadFromDisk

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

  • Parameters

    • filePath: string | undefined

    Returns Promise<void>

loadFromUri

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

  • Parameters

    • uri: string | undefined

    Returns Promise<void>

loadFromWeightMap

  • loadFromWeightMap(weightMap: tf.NamedTensorMap): void

  • Parameters

    • weightMap: tf.NamedTensorMap

    Returns void

reassignParamFromPath

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

  • Parameters

    • paramPath: string
    • tensor: tf.Tensor

    Returns void

serializeParams

  • serializeParams(): Float32Array

  • Returns Float32Array

variable

  • variable(): void

  • Returns void

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