face-api.js/build/es6/ssdMobilenetv1/boxPredictionLayer.js

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

import * as tf from '@tensorflow/tfjs-core';
import { convLayer } from '../common';
export function boxPredictionLayer(x, params) {
    return tf.tidy(function () {
        var batchSize = x.shape[0];
        var boxPredictionEncoding = tf.reshape(convLayer(x, params.box_encoding_predictor), [batchSize, -1, 1, 4]);
        var classPrediction = tf.reshape(convLayer(x, params.class_predictor), [batchSize, -1, 3]);
        return {
            boxPredictionEncoding: boxPredictionEncoding,
            classPrediction: classPrediction
        };
    });
}
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