face-api.js/build/commonjs/ops/normalize.js

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

"use strict";
Object.defineProperty(exports, "__esModule", { value: true });
var tslib_1 = require("tslib");
var tf = require("@tensorflow/tfjs-core");
function normalize(x, meanRgb) {
    return tf.tidy(function () {
        var r = meanRgb[0], g = meanRgb[1], b = meanRgb[2];
        var avg_r = tf.fill(tslib_1.__spreadArrays(x.shape.slice(0, 3), [1]), r);
        var avg_g = tf.fill(tslib_1.__spreadArrays(x.shape.slice(0, 3), [1]), g);
        var avg_b = tf.fill(tslib_1.__spreadArrays(x.shape.slice(0, 3), [1]), b);
        var avg_rgb = tf.concat([avg_r, avg_g, avg_b], 3);
        return tf.sub(x, avg_rgb);
    });
}
exports.normalize = normalize;
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