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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 { ConvParams } from '../common'; export declare type ScaleLayerParams = { weights: tf.Tensor1D; biases: tf.Tensor1D; }; export declare type ResidualLayerParams = { conv1: ConvLayerParams; conv2: ConvLayerParams; }; export declare type ConvLayerParams = { conv: ConvParams; scale: ScaleLayerParams; }; export declare type NetParams = { conv32_down: ConvLayerParams; conv32_1: ResidualLayerParams; conv32_2: ResidualLayerParams; conv32_3: ResidualLayerParams; conv64_down: ResidualLayerParams; conv64_1: ResidualLayerParams; conv64_2: ResidualLayerParams; conv64_3: ResidualLayerParams; conv128_down: ResidualLayerParams; conv128_1: ResidualLayerParams; conv128_2: ResidualLayerParams; conv256_down: ResidualLayerParams; conv256_1: ResidualLayerParams; conv256_2: ResidualLayerParams; conv256_down_out: ResidualLayerParams; fc: tf.Tensor2D; };