It applies one blur to the entire picture using the browser's built-in blur filter, which works like a Gaussian blur. The slider sets the radius in pixels, from 0 (no change) to 100. The default is 10.
It does not blur only part of an image. To keep a subject sharp and blur what is behind it, use Blur Background.