face-api.js/build/es6/tinyYolov2/convWithBatchNorm.js

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

import * as tf from '@tensorflow/tfjs-core';
import { leaky } from './leaky';
export function convWithBatchNorm(x, params) {
    return tf.tidy(function () {
        var out = tf.pad(x, [[0, 0], [1, 1], [1, 1], [0, 0]]);
        out = tf.conv2d(out, params.conv.filters, [1, 1], 'valid');
        out = tf.sub(out, params.bn.sub);
        out = tf.mul(out, params.bn.truediv);
        out = tf.add(out, params.conv.bias);
        return leaky(out);
    });
}
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