Class FaceLandmarkNet

Hierarchy

FaceLandmark68Net
- FaceLandmarkNet

Constructors

constructor

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

Properties

_name

_name: any

Accessors

faceFeatureExtractor

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

isLoaded

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

paramMappings

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

params

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

Methods

detectLandmarks

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

dispose

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

extractClassifierParams

extractClassifierParams(weights: Float32Array): {
paramMappings: ParamMapping[];
params: NetParams;
}
Parameters
- weights: Float32Array
Returns {
paramMappings: ParamMapping[];
params: NetParams;
}
- paramMappings: ParamMapping[]
- params: NetParams
Inherited from FaceLandmark68Net.extractClassifierParams
- Defined in faceProcessor/FaceProcessor.ts:59

extractWeights

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

forward

forward(input: any): Promise<Tensor2D>
Parameters
- input: any
Returns Promise<Tensor2D>
Inherited from FaceLandmark68Net.forward
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:63

forwardInput

forwardInput(input: NetInput): Tensor2D
Parameters
- input: NetInput
Returns Tensor2D
Inherited from FaceLandmark68Net.forwardInput
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:52

freeze

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

getFrozenParams

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

getParamFromPath

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

getParamList

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

getTrainableParams

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

load

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

loadClassifierParams

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

loadFromDisk

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

loadFromUri

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

loadFromWeightMap

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

postProcess

postProcess(output: Tensor2D, inputSize: number, originalDimensions: IDimensions[]): Tensor2D
Parameters
- output: Tensor2D
- inputSize: number
- originalDimensions: IDimensions[]
Returns Tensor2D
Inherited from FaceLandmark68Net.postProcess
- Defined in faceLandmarkNet/FaceLandmark68NetBase.ts:14

reassignParamFromPath

reassignParamFromPath(paramPath: string, tensor: Tensor): void
Parameters
- paramPath: string
- tensor: Tensor
Returns void
Inherited from FaceLandmark68Net.reassignParamFromPath
- Defined in NeuralNetwork.ts:30

runNet

runNet(input: any): Tensor2D
Parameters
- input: any
Returns Tensor2D
Inherited from FaceLandmark68Net.runNet
- Defined in faceProcessor/FaceProcessor.ts:33

serializeParams

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

variable

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