Lazy Load for Videos by Kevin Weber
This plugin improves page load times and increases your Google PageSpeed Score. It replaces embedded Youtube and Vimeo videos with a clickable preview image. By loading the videos only when the user clicks on the preview image โ using jQuery โ, no unnecessary JavaScript is loaded. Especially on sites with many embedded videos this will make your visitors happy.
Download link and more information on the developer's website