"Map of the Day" from Gothamist.com and Flickr.com

Geocoded Flickr Maps
Available Everywhere but let's start with NYC
If you're a Flickr user, you just pull photos on to a map in the "Organizr" area. If you're not a Flickr user, you can still participate in the fun by checking out photos mapped in your home town.