Class FaceLandmark68TinyNet

Hierarchy

FaceLandmark68NetBase<TinyFaceFeatureExtractorParams>
- FaceLandmark68TinyNet

Constructors

constructor

new FaceLandmark68TinyNet(faceFeatureExtractor?: TinyFaceFeatureExtractor): FaceLandmark68TinyNet

Overrides FaceLandmark68NetBase<TinyFaceFeatureExtractorParams>.constructor
- Defined in faceLandmarkNet/FaceLandmark68TinyNet.ts:6
Parameters
- faceFeatureExtractor: TinyFaceFeatureExtractor = ...
Returns FaceLandmark68TinyNet

Properties

_name

_name: any

Accessors

faceFeatureExtractor

get faceFeatureExtractor(): IFaceFeatureExtractor<TExtractorParams>

Inherited from FaceLandmark68NetBase.faceFeatureExtractor
- Defined in faceProcessor/FaceProcessor.ts:23
Returns IFaceFeatureExtractor<TExtractorParams>

isLoaded

get isLoaded(): boolean

Inherited from FaceLandmark68NetBase.isLoaded
- Defined in NeuralNetwork.ts:23
Returns boolean

paramMappings

get paramMappings(): ParamMapping[]

Inherited from FaceLandmark68NetBase.paramMappings
- Defined in NeuralNetwork.ts:21
Returns ParamMapping[]

params

get params(): undefined | TNetParams

Inherited from FaceLandmark68NetBase.params
- Defined in NeuralNetwork.ts:19
Returns undefined | TNetParams

Methods

detectLandmarks

detectLandmarks(input: any): Promise<FaceLandmarks68 | FaceLandmarks68[]>

Inherited from FaceLandmark68NetBase.detectLandmarks
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:67
Parameters
- input: any
Returns Promise<FaceLandmarks68 | FaceLandmarks68[]>

dispose

dispose(throwOnRedispose?: boolean): void

Inherited from FaceLandmark68NetBase.dispose
- Defined in faceProcessor/FaceProcessor.ts:48
Parameters
- throwOnRedispose: boolean = true
Returns void

extractClassifierParams

extractClassifierParams(weights: Float32Array): { paramMappings: ParamMapping[]; params: NetParams }

Inherited from FaceLandmark68NetBase.extractClassifierParams
- Defined in faceProcessor/FaceProcessor.ts:59
Parameters
- weights: Float32Array
Returns { paramMappings: ParamMapping[]; params: NetParams }
- paramMappings: ParamMapping[]
- params: NetParams

extractWeights

extractWeights(weights: Float32Array): void

Inherited from FaceLandmark68NetBase.extractWeights
- Defined in NeuralNetwork.ts:118
Parameters
- weights: Float32Array
Returns void

forward

forward(input: any): Promise<Tensor2D>

Inherited from FaceLandmark68NetBase.forward
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:63
Parameters
- input: any
Returns Promise<Tensor2D>

forwardInput

forwardInput(input: NetInput): Tensor2D

Inherited from FaceLandmark68NetBase.forwardInput
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:52
Parameters
- input: NetInput
Returns Tensor2D

freeze

freeze(): void

Inherited from FaceLandmark68NetBase.freeze
- Defined in NeuralNetwork.ts:57
Returns void

getFrozenParams

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

Inherited from FaceLandmark68NetBase.getFrozenParams
- Defined in NeuralNetwork.ts:47
Returns { path: string; tensor: Tensor }[]

getParamFromPath

getParamFromPath(paramPath: string): Tensor

Inherited from FaceLandmark68NetBase.getParamFromPath
- Defined in NeuralNetwork.ts:25
Parameters
- paramPath: string
Returns Tensor

getParamList

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

Inherited from FaceLandmark68NetBase.getParamList
- Defined in NeuralNetwork.ts:36
Returns { path: string; tensor: Tensor }[]

getTrainableParams

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

Inherited from FaceLandmark68NetBase.getTrainableParams
- Defined in NeuralNetwork.ts:43
Returns { path: string; tensor: Tensor }[]

load

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

Inherited from FaceLandmark68NetBase.load
- Defined in NeuralNetwork.ts:83
Parameters
- weightsOrUrl: undefined | string | Float32Array
Returns Promise<void>

loadClassifierParams

loadClassifierParams(weights: Float32Array): void

Inherited from FaceLandmark68NetBase.loadClassifierParams
- Defined in faceProcessor/FaceProcessor.ts:53
Parameters
- weights: Float32Array
Returns void

loadFromDisk

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

Inherited from FaceLandmark68NetBase.loadFromDisk
- Defined in NeuralNetwork.ts:99
Parameters
- filePath: undefined | string
Returns Promise<void>

loadFromUri

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

Inherited from FaceLandmark68NetBase.loadFromUri
- Defined in NeuralNetwork.ts:91
Parameters
- uri: undefined | string
Returns Promise<void>

loadFromWeightMap

loadFromWeightMap(weightMap: NamedTensorMap): void

Inherited from FaceLandmark68NetBase.loadFromWeightMap
- Defined in NeuralNetwork.ts:112
Parameters
- weightMap: NamedTensorMap
Returns void

postProcess

postProcess(output: Tensor2D, inputSize: number, originalDimensions: IDimensions[]): Tensor2D

Inherited from FaceLandmark68NetBase.postProcess
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:14
Parameters
- output: Tensor2D
- inputSize: number
- originalDimensions: IDimensions[]
Returns Tensor2D

reassignParamFromPath

reassignParamFromPath(paramPath: string, tensor: Tensor): void

Inherited from FaceLandmark68NetBase.reassignParamFromPath
- Defined in NeuralNetwork.ts:30
Parameters
- paramPath: string
- tensor: Tensor
Returns void

runNet

runNet(input: any): Tensor2D

Inherited from FaceLandmark68NetBase.runNet
- Defined in faceProcessor/FaceProcessor.ts:33
Parameters
- input: any
Returns Tensor2D

serializeParams

serializeParams(): Float32Array

Inherited from FaceLandmark68NetBase.serializeParams
- Defined in NeuralNetwork.ts:75
Returns Float32Array

variable

variable(): void

Inherited from FaceLandmark68NetBase.variable
- Defined in NeuralNetwork.ts:51
Returns void