To implement and make a picture or image show on the browser  url icon, follow these steps:

  1. Create a .png image file
  2. open public/index.html and add the folowing code inise <head>
     <link rel="shortcut icon" type="image/png" href="/favicon.png" />
  3. done

Thats it, very simple to add an icon to a react app.