[kmfrk]

If you are looking to just host your own and don't feel the need to directly interact in a community, OpenPhoto looks really interesting: http://theopenphotoproject.org/.

I've thought about rolling my own and using it as an opportunity to learn rails, because these things are so simple to do nowadays, but OpenPhoto looks like an interesting offering.