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committedJul 19, 2020
Add joker face
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‎joker-face/.gitignore

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# Logs
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logs
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*.log
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npm-debug.log*
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yarn-debug.log*
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yarn-error.log*
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# Runtime data
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pids
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*.pid
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*.seed
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*.pid.lock
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# Directory for instrumented libs generated by jscoverage/JSCover
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lib-cov
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# Coverage directory used by tools like istanbul
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coverage
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# nyc test coverage
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.nyc_output
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# Grunt intermediate storage (http://gruntjs.com/creating-plugins#storing-task-files)
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.grunt
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# Bower dependency directory (https://bower.io/)
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bower_components
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# node-waf configuration
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.lock-wscript
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# Compiled binary addons (http://nodejs.org/api/addons.html)
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build/Release
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# Dependency directories
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node_modules/
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jspm_packages/
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# Typescript v1 declaration files
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typings/
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# Optional npm cache directory
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.npm
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# Optional eslint cache
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.eslintcache
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# Optional REPL history
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.node_repl_history
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# Output of 'npm pack'
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*.tgz
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# dotenv environment variable files
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.env*
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# gatsby files
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.cache/
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public
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# Mac files
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.DS_Store
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# Yarn
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yarn-error.log
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.pnp/
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.pnp.js
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# Yarn Integrity file
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.yarn-integrity

‎joker-face/.prettierignore

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.cache
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package.json
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package-lock.json
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public

‎joker-face/.prettierrc

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{
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"arrowParens": "avoid",
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"semi": false
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}

‎joker-face/LICENSE

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The BSD Zero Clause License (0BSD)
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Copyright (c) 2020 Gatsby Inc.
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Permission to use, copy, modify, and/or distribute this software for any
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purpose with or without fee is hereby granted.
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THE SOFTWARE IS PROVIDED "AS IS" AND THE AUTHOR DISCLAIMS ALL WARRANTIES WITH
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REGARD TO THIS SOFTWARE INCLUDING ALL IMPLIED WARRANTIES OF MERCHANTABILITY
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AND FITNESS. IN NO EVENT SHALL THE AUTHOR BE LIABLE FOR ANY SPECIAL, DIRECT,
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INDIRECT, OR CONSEQUENTIAL DAMAGES OR ANY DAMAGES WHATSOEVER RESULTING FROM
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LOSS OF USE, DATA OR PROFITS, WHETHER IN AN ACTION OF CONTRACT, NEGLIGENCE OR
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OTHER TORTIOUS ACTION, ARISING OUT OF OR IN CONNECTION WITH THE USE OR
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PERFORMANCE OF THIS SOFTWARE.

‎joker-face/README.md

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# Jokey your face
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Using [face-api.js](https://github.com/justadudewhohacks/face-api.js) to add a mask on your face
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## Result
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![](./static/images/result.gif)

‎joker-face/gatsby-config.js

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/**
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* Configure your Gatsby site with this file.
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*
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* See: https://www.gatsbyjs.org/docs/gatsby-config/
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*/
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module.exports = {
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/* Your site config here */
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plugins: [
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{
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resolve: "gatsby-plugin-emoji-favicon",
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options: {
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emoji: "🤡",
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},
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},
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],
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}

‎joker-face/package.json

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{
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"name": "gatsby-starter-hello-world",
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"private": true,
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"description": "A simplified bare-bones starter for Gatsby",
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"version": "0.1.0",
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"license": "0BSD",
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"scripts": {
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"build": "gatsby build",
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"develop": "gatsby develop",
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"format": "prettier --write \"**/*.{js,jsx,ts,tsx,json,md}\"",
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"start": "npm run develop",
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"serve": "gatsby serve",
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"clean": "gatsby clean",
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"test": "echo \"Write tests! -> https://gatsby.dev/unit-testing\" && exit 1"
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},
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"dependencies": {
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"face-api.js": "^0.22.2",
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"gatsby": "^2.23.12",
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"gatsby-plugin-emoji-favicon": "^1.5.0",
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"react": "^16.12.0",
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"react-dom": "^16.12.0"
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},
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"devDependencies": {
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"prettier": "2.0.5"
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},
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"repository": {
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"type": "git",
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"url": "https://github.com/gatsbyjs/gatsby-starter-hello-world"
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},
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"bugs": {
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"url": "https://github.com/gatsbyjs/gatsby/issues"
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}
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}

‎joker-face/src/pages/index.js

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import React, { useEffect } from "react"
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import { jokerface } from "../utils/jokerface"
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import "./styles.css"
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export default function Home() {
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useEffect(() => {
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jokerface()
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}, [])
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return (
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<div className="layout">
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<header>
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<h1>Joker your face with Machine Learning</h1>
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<p>
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This demo uses{" "}
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<a href="https://github.com/justadudewhohacks/face-api.js">
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face-api.js
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</a>{" "}
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to find faces, then we do some math to determine face size and nose
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detection so we can put a joker face!
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</p>
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</header>
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<main>
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<p>
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<code className="status">Detecting…</code>
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</p>
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<div className="container-image">
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<img
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className="mask-image"
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src="images/mark-hamill-joker-face-mask.png"
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alt=""
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/>
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<img
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className="target-image"
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crossOrigin="anonymous"
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src="images/IMG_0640.jpg"
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alt=""
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/>
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</div>
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</main>
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<footer></footer>
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</div>
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)
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}

‎joker-face/src/pages/styles.css

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.mask-image {
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display: none;
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z-index: 100;
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transform: translateX(-50%);
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}
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.container-image {
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position: relative;
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}
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.layout {
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padding: 20px;
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max-width: 1024px;
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margin: 0 auto;
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}
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/*
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Document
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========
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*/
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/**
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Use a better box model (opinionated).
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*/
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*,
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*::before,
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*::after {
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box-sizing: border-box;
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}
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/**
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Use a more readable tab size (opinionated).
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*/
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:root {
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-moz-tab-size: 4;
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tab-size: 4;
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}
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/**
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1. Correct the line height in all browsers.
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2. Prevent adjustments of font size after orientation changes in iOS.
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*/
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html {
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line-height: 1.15; /* 1 */
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-webkit-text-size-adjust: 100%; /* 2 */
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}
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/*
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Sections
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========
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*/
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/**
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Remove the margin in all browsers.
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*/
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body {
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margin: 0;
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}
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/**
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Improve consistency of default fonts in all browsers. (https://github.com/sindresorhus/modern-normalize/issues/3)
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*/
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body {
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font-family: system-ui, -apple-system,
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/* Firefox supports this but not yet `system-ui` */ "Segoe UI", Roboto,
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Helvetica, Arial, sans-serif, "Apple Color Emoji", "Segoe UI Emoji";
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}
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/*
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Grouping content
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================
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*/
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/**
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Add the correct height in Firefox.
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*/
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hr {
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height: 0;
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}
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/*
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Text-level semantics
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====================
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*/
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/**
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Add the correct text decoration in Chrome, Edge, and Safari.
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*/
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abbr[title] {
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text-decoration: underline dotted;
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}
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/**
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Add the correct font weight in Edge and Safari.
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*/
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b,
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strong {
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font-weight: bolder;
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}
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/**
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1. Improve consistency of default fonts in all browsers. (https://github.com/sindresorhus/modern-normalize/issues/3)
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2. Correct the odd 'em' font sizing in all browsers.
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*/
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code,
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kbd,
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samp,
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pre {
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font-family: ui-monospace, SFMono-Regular, Consolas, "Liberation Mono", Menlo,
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monospace; /* 1 */
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font-size: 1em; /* 2 */
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}
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/**
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Add the correct font size in all browsers.
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*/
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small {
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font-size: 80%;
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}
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/**
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Prevent 'sub' and 'sup' elements from affecting the line height in all browsers.
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*/
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sub,
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sup {
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font-size: 75%;
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line-height: 0;
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position: relative;
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vertical-align: baseline;
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}
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sub {
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bottom: -0.25em;
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}
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sup {
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top: -0.5em;
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}
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/*
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Forms
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=====
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*/
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/**
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1. Change the font styles in all browsers.
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2. Remove the margin in Firefox and Safari.
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*/
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button,
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input,
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optgroup,
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select,
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textarea {
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font-family: inherit; /* 1 */
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font-size: 100%; /* 1 */
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line-height: 1.15; /* 1 */
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margin: 0; /* 2 */
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}
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/**
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Remove the inheritance of text transform in Edge and Firefox.
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1. Remove the inheritance of text transform in Firefox.
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*/
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button,
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select {
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/* 1 */
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text-transform: none;
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}
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/**
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Correct the inability to style clickable types in iOS and Safari.
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*/
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button,
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[type="button"],
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[type="reset"],
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[type="submit"] {
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-webkit-appearance: button;
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}
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/**
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Remove the inner border and padding in Firefox.
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*/
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button::-moz-focus-inner,
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[type="button"]::-moz-focus-inner,
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[type="reset"]::-moz-focus-inner,
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[type="submit"]::-moz-focus-inner {
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border-style: none;
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padding: 0;
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}
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/**
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Restore the focus styles unset by the previous rule.
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*/
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button:-moz-focusring,
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[type="button"]:-moz-focusring,
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[type="reset"]:-moz-focusring,
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[type="submit"]:-moz-focusring {
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outline: 1px dotted ButtonText;
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}
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/**
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Remove the padding so developers are not caught out when they zero out 'fieldset' elements in all browsers.
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*/
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legend {
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padding: 0;
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}
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/**
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Add the correct vertical alignment in Chrome and Firefox.
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*/
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progress {
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vertical-align: baseline;
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}
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/**
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Correct the cursor style of increment and decrement buttons in Safari.
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*/
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[type="number"]::-webkit-inner-spin-button,
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[type="number"]::-webkit-outer-spin-button {
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height: auto;
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}
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/**
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1. Correct the odd appearance in Chrome and Safari.
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2. Correct the outline style in Safari.
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*/
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[type="search"] {
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-webkit-appearance: textfield; /* 1 */
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outline-offset: -2px; /* 2 */
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}
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/**
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Remove the inner padding in Chrome and Safari on macOS.
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*/
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[type="search"]::-webkit-search-decoration {
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-webkit-appearance: none;
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}
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/**
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1. Correct the inability to style clickable types in iOS and Safari.
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2. Change font properties to 'inherit' in Safari.
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*/
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::-webkit-file-upload-button {
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-webkit-appearance: button; /* 1 */
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font: inherit; /* 2 */
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}
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/*
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Interactive
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===========
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*/
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/*
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Add the correct display in Chrome and Safari.
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*/
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summary {
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display: list-item;
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}

‎joker-face/src/utils/jokerface.js

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import * as faceapi from "face-api.js"
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export async function jokerface() {
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const targetImage = document.querySelector(".target-image")
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const maskImage = document.querySelector(".mask-image")
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const status = document.querySelector(".status")
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await Promise.all([
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faceapi.nets.tinyFaceDetector.loadFromUri("/models"),
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faceapi.nets.faceLandmark68TinyNet.loadFromUri("/models"),
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]).catch(error => {
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console.error(error)
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})
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status.innerHTML = "Models loaded…"
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const detection = await faceapi
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.detectSingleFace(targetImage, new faceapi.TinyFaceDetectorOptions())
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.withFaceLandmarks(true)
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if (!detection) {
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status.innerHTML = "No face on the picture, use another one"
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return
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}
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const headWidth = detection.detection.box._width
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const nose = detection.landmarks.getNose()
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maskImage.style.cssText = `
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display: block;
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position: absolute;
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top: ${nose[1]._y}px;
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left: ${nose[1]._x}px;
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width: ${headWidth}px;
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`
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status.innerHTML = "Face detected!"
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}

‎joker-face/static/images/IMG_0640.jpg

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‎joker-face/static/images/mark-hamill-joker-face-mask.png

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‎joker-face/static/images/result.gif

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‎joker-face/static/models/face_landmark_68_tiny_model-shard1

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‎joker-face/static/models/face_landmark_68_tiny_model-weights_manifest.json

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[{"weights":[{"name":"dense0/conv0/filters","shape":[3,3,3,32],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.008194216092427571,"min":-0.9423348506291708}},{"name":"dense0/conv0/bias","shape":[32],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.006839508168837603,"min":-0.8412595047670252}},{"name":"dense0/conv1/depthwise_filter","shape":[3,3,32,1],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.009194007106855804,"min":-1.2779669878529567}},{"name":"dense0/conv1/pointwise_filter","shape":[1,1,32,32],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.0036026100317637128,"min":-0.3170296827952067}},{"name":"dense0/conv1/bias","shape":[32],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.000740380117706224,"min":-0.06367269012273527}},{"name":"dense0/conv2/depthwise_filter","shape":[3,3,32,1],"dtype":"float32","quantization":{"dtype":"uint8","scale":1,"min":0}},{"name":"dense0/conv2/pointwise_filter","shape":[1,1,32,32],"dtype":"float32","quantization":{"dtype":"uint8","scale":1,"min":0}},{"name":"dense0/conv2/bias","shape":[32],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.0037702228508743585,"min":-0.6220867703942692}},{"name":"dense1/conv0/depthwise_filter","shape":[3,3,32,1],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.0033707996209462483,"min":-0.421349952618281}},{"name":"dense1/conv0/pointwise_filter","shape":[1,1,32,64],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.014611541991140328,"min":-1.8556658328748217}},{"name":"dense1/conv0/bias","shape":[64],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.002832523046755323,"min":-0.30307996600281956}},{"name":"dense1/conv1/depthwise_filter","shape":[3,3,64,1],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.006593170586754294,"min":-0.6329443763284123}},{"name":"dense1/conv1/pointwise_filter","shape":[1,1,64,64],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.012215249211180444,"min":-1.6001976466646382}},{"name":"dense1/conv1/bias","shape":[64],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.002384825547536214,"min":-0.3028728445370992}},{"name":"dense1/conv2/depthwise_filter","shape":[3,3,64,1],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.005859645441466687,"min":-0.7617539073906693}},{"name":"dense1/conv2/pointwise_filter","shape":[1,1,64,64],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.013121426806730382,"min":-1.7845140457153321}},{"name":"dense1/conv2/bias","shape":[64],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.0032247188044529336,"min":-0.46435950784122243}},{"name":"dense2/conv0/depthwise_filter","shape":[3,3,64,1],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.002659512618008782,"min":-0.32977956463308894}},{"name":"dense2/conv0/pointwise_filter","shape":[1,1,64,128],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.015499923743453681,"min":-1.9839902391620712}},{"name":"dense2/conv0/bias","shape":[128],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.0032450980999890497,"min":-0.522460794098237}},{"name":"dense2/conv1/depthwise_filter","shape":[3,3,128,1],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.005911862382701799,"min":-0.792189559282041}},{"name":"dense2/conv1/pointwise_filter","shape":[1,1,128,128],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.021025861478319356,"min":-2.2077154552235325}},{"name":"dense2/conv1/bias","shape":[128],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.00349616945958605,"min":-0.46149436866535865}},{"name":"dense2/conv2/depthwise_filter","shape":[3,3,128,1],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.008104994250278847,"min":-1.013124281284856}},{"name":"dense2/conv2/pointwise_filter","shape":[1,1,128,128],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.029337059282789044,"min":-3.5791212325002633}},{"name":"dense2/conv2/bias","shape":[128],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.0038808938334969913,"min":-0.4230174278511721}},{"name":"fc/weights","shape":[128,136],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.014016061670639936,"min":-1.8921683255363912}},{"name":"fc/bias","shape":[136],"dtype":"float32","quantization":{"dtype":"uint8","scale":0.0029505149698724935,"min":0.088760145008564}}],"paths":["face_landmark_68_tiny_model-shard1"]}]

‎joker-face/static/models/tiny_face_detector_model-shard1

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‎joker-face/static/models/tiny_face_detector_model-weights_manifest.json

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‎joker-face/yarn.lock

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