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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 { FaceLandmarks68 } from '../classes/FaceLandmarks68'; import { TNetInput } from '../dom'; import { FaceLandmark68Net } from '../faceLandmarkNet/FaceLandmark68Net'; import { FaceLandmark68TinyNet } from '../faceLandmarkNet/FaceLandmark68TinyNet'; import { WithFaceDetection } from '../factories/WithFaceDetection'; import { WithFaceLandmarks } from '../factories/WithFaceLandmarks'; import { ComposableTask } from './ComposableTask'; import { ComputeAllFaceDescriptorsTask, ComputeSingleFaceDescriptorTask } from './ComputeFaceDescriptorsTasks'; import { PredictAllAgeAndGenderWithFaceAlignmentTask, PredictSingleAgeAndGenderWithFaceAlignmentTask } from './PredictAgeAndGenderTask'; import { PredictAllFaceExpressionsWithFaceAlignmentTask, PredictSingleFaceExpressionsWithFaceAlignmentTask } from './PredictFaceExpressionsTask'; export declare class DetectFaceLandmarksTaskBase<TReturn, TParentReturn> extends ComposableTask<TReturn> { protected parentTask: ComposableTask<TParentReturn> | Promise<TParentReturn>; protected input: TNetInput; protected useTinyLandmarkNet: boolean; constructor(parentTask: ComposableTask<TParentReturn> | Promise<TParentReturn>, input: TNetInput, useTinyLandmarkNet: boolean); protected get landmarkNet(): FaceLandmark68Net | FaceLandmark68TinyNet; } export declare class DetectAllFaceLandmarksTask<TSource extends WithFaceDetection<{}>> extends DetectFaceLandmarksTaskBase<WithFaceLandmarks<TSource>[], TSource[]> { run(): Promise<WithFaceLandmarks<TSource>[]>; withFaceExpressions(): PredictAllFaceExpressionsWithFaceAlignmentTask<WithFaceLandmarks<TSource, FaceLandmarks68>>; withAgeAndGender(): PredictAllAgeAndGenderWithFaceAlignmentTask<WithFaceLandmarks<TSource, FaceLandmarks68>>; withFaceDescriptors(): ComputeAllFaceDescriptorsTask<WithFaceLandmarks<TSource, FaceLandmarks68>>; } export declare class DetectSingleFaceLandmarksTask<TSource extends WithFaceDetection<{}>> extends DetectFaceLandmarksTaskBase<WithFaceLandmarks<TSource> | undefined, TSource | undefined> { run(): Promise<WithFaceLandmarks<TSource> | undefined>; withFaceExpressions(): PredictSingleFaceExpressionsWithFaceAlignmentTask<WithFaceLandmarks<TSource, FaceLandmarks68>>; withAgeAndGender(): PredictSingleAgeAndGenderWithFaceAlignmentTask<WithFaceLandmarks<TSource, FaceLandmarks68>>; withFaceDescriptor(): ComputeSingleFaceDescriptorTask<WithFaceLandmarks<TSource, FaceLandmarks68>>; }