Add favicons / mobile touch icons.

Used http://www.favicomatic.com/ as well as some by-hand image editing.
favicon.ico file (as well as the 16 and 32-px icons) are transparent,
whereas all of the other icons aren't transparent and instead sport a
f4f4f4 gray background, as they're used primarily for app icons.