"Hearts in San Francisco is a Bay Area-wide 'heart installation' debuting in the spring of 2004. While similar to Chicago’s 'Cows on Parade,' the San Francisco version will use a heart icon, appropriate for a city that is recognized for its acceptance and tolerance, as well as being perennially open-hearted." Hearts in San Francisco

There's also a Flickr "Hearts in San Francisco" group.