Ubuntu Geek posted a guide about setting up Flickr images as Ubuntu desktop wallpaper

Webilder delivers stunning wallpapers to your Linux desktop, directly from Flickr and Webshots. You choose what keywords (tags) to watch for, and photos are automatically downloaded to your computer. Webilder can also change the wallpaper every few minutes.

Howto Set Flickr images as Ubuntu desktop wallpaper