Windows screensaver: https://github.com/cDima/Aerial Mac screensaver: https://github.com/JohnCoates/Aerial

Chrome lets me download the video files - so it's just a matter of saving them to your local disk/NAS and using a video-as-screensaver program that supports MP4 files (so any DirectShow-based player on Windows 8 or later will do).