Class FaceLandmarkNet

Hierarchy

FaceLandmark68Net
- FaceLandmarkNet

Constructors

constructor

new FaceLandmarkNet(faceFeatureExtractor?: FaceFeatureExtractor): FaceLandmarkNet

Inherited from FaceLandmark68Net.constructor
- Defined in faceLandmarkNet/FaceLandmark68Net.ts:6
Parameters
- faceFeatureExtractor: FaceFeatureExtractor = ...
Returns FaceLandmarkNet

Properties

_name

_name: any

Accessors

faceFeatureExtractor

get faceFeatureExtractor(): IFaceFeatureExtractor<TExtractorParams>

Inherited from FaceLandmark68Net.faceFeatureExtractor
- Defined in faceProcessor/FaceProcessor.ts:23
Returns IFaceFeatureExtractor<TExtractorParams>

isLoaded

get isLoaded(): boolean

Inherited from FaceLandmark68Net.isLoaded
- Defined in NeuralNetwork.ts:23
Returns boolean

paramMappings

get paramMappings(): ParamMapping[]

Inherited from FaceLandmark68Net.paramMappings
- Defined in NeuralNetwork.ts:21
Returns ParamMapping[]

params

get params(): undefined | TNetParams

Inherited from FaceLandmark68Net.params
- Defined in NeuralNetwork.ts:19
Returns undefined | TNetParams

Methods

detectLandmarks

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

Inherited from FaceLandmark68Net.detectLandmarks
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:67
Parameters
- input: any
Returns Promise<FaceLandmarks68 | FaceLandmarks68[]>

dispose

dispose(throwOnRedispose?: boolean): void

Inherited from FaceLandmark68Net.dispose
- Defined in faceProcessor/FaceProcessor.ts:48
Parameters
- throwOnRedispose: boolean = true
Returns void

extractClassifierParams

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

Inherited from FaceLandmark68Net.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 FaceLandmark68Net.extractWeights
- Defined in NeuralNetwork.ts:118
Parameters
- weights: Float32Array
Returns void

forward

forward(input: any): Promise<any>

Inherited from FaceLandmark68Net.forward
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:63
Parameters
- input: any
Returns Promise<any>

forwardInput

forwardInput(input: NetInput): any

Inherited from FaceLandmark68Net.forwardInput
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:52
Parameters
- input: NetInput
Returns any

freeze

freeze(): void

Inherited from FaceLandmark68Net.freeze
- Defined in NeuralNetwork.ts:57
Returns void

getFrozenParams

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

Inherited from FaceLandmark68Net.getFrozenParams
- Defined in NeuralNetwork.ts:47
Returns { path: string; tensor: any }[]

getParamFromPath

getParamFromPath(paramPath: string): any

Inherited from FaceLandmark68Net.getParamFromPath
- Defined in NeuralNetwork.ts:25
Parameters
- paramPath: string
Returns any

getParamList

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

Inherited from FaceLandmark68Net.getParamList
- Defined in NeuralNetwork.ts:36
Returns { path: string; tensor: any }[]

getTrainableParams

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

Inherited from FaceLandmark68Net.getTrainableParams
- Defined in NeuralNetwork.ts:43
Returns { path: string; tensor: any }[]

load

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

Inherited from FaceLandmark68Net.load
- Defined in NeuralNetwork.ts:83
Parameters
- weightsOrUrl: undefined | string | Float32Array
Returns Promise<void>

loadClassifierParams

loadClassifierParams(weights: Float32Array): void

Inherited from FaceLandmark68Net.loadClassifierParams
- Defined in faceProcessor/FaceProcessor.ts:53
Parameters
- weights: Float32Array
Returns void

loadFromDisk

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

Inherited from FaceLandmark68Net.loadFromDisk
- Defined in NeuralNetwork.ts:99
Parameters
- filePath: undefined | string
Returns Promise<void>

loadFromUri

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

Inherited from FaceLandmark68Net.loadFromUri
- Defined in NeuralNetwork.ts:91
Parameters
- uri: undefined | string
Returns Promise<void>

loadFromWeightMap

loadFromWeightMap(weightMap: any): void

Inherited from FaceLandmark68Net.loadFromWeightMap
- Defined in NeuralNetwork.ts:112
Parameters
- weightMap: any
Returns void

postProcess

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

Inherited from FaceLandmark68Net.postProcess
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:14
Parameters
- output: any
- inputSize: number
- originalDimensions: IDimensions[]
Returns any

reassignParamFromPath

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

Inherited from FaceLandmark68Net.reassignParamFromPath
- Defined in NeuralNetwork.ts:30
Parameters
- paramPath: string
- tensor: any
Returns void

runNet

runNet(input: any): any

Inherited from FaceLandmark68Net.runNet
- Defined in faceProcessor/FaceProcessor.ts:33
Parameters
- input: any
Returns any

serializeParams

serializeParams(): Float32Array

Inherited from FaceLandmark68Net.serializeParams
- Defined in NeuralNetwork.ts:75
Returns Float32Array

variable

variable(): void

Inherited from FaceLandmark68Net.variable
- Defined in NeuralNetwork.ts:51
Returns void