@vladmandic/face-api/build/src/tinyYolov2/convWithBatchNorm.js

JavaScript module for Face Detection and Face Recognition Using Tensorflow/JS

import * as tf from '@tensorflow/tfjs/dist/tf.es2017.js';
import { leaky } from './leaky';
export function convWithBatchNorm(x, params) {
    return tf.tidy(() => {
        let 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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