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face-api.js

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JavaScript API for face detection and face recognition in the browser with tensorflow.js

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import * as tf from '@tensorflow/tfjs-core'; import { TinyXception } from '../xception/TinyXception'; import { AgeAndGenderPrediction, NetOutput, NetParams } from './types'; import { NeuralNetwork } from '../NeuralNetwork'; import { NetInput, TNetInput } from '../dom'; export declare class AgeGenderNet extends NeuralNetwork<NetParams> { private _faceFeatureExtractor; constructor(faceFeatureExtractor?: TinyXception); get faceFeatureExtractor(): TinyXception; runNet(input: NetInput | tf.Tensor4D): NetOutput; forwardInput(input: NetInput | tf.Tensor4D): NetOutput; forward(input: TNetInput): Promise<NetOutput>; predictAgeAndGender(input: TNetInput): Promise<AgeAndGenderPrediction | AgeAndGenderPrediction[]>; protected getDefaultModelName(): string; dispose(throwOnRedispose?: boolean): void; loadClassifierParams(weights: Float32Array): void; extractClassifierParams(weights: Float32Array): { params: NetParams; paramMappings: import("../common").ParamMapping[]; }; protected extractParamsFromWeigthMap(weightMap: tf.NamedTensorMap): { params: NetParams; paramMappings: import("../common").ParamMapping[]; }; protected extractParams(weights: Float32Array): { params: NetParams; paramMappings: import("../common").ParamMapping[]; }; }