I have a large collection of pictures with GPS locations, encoded as lat/lon coordinates, mostly in Los Angeles. I would like to convert these to (1) zipcodes, and (2) neigh
Use Reverse Geocoding to convert your lat/lon to addresses. It has some limit on the number of queries per day though.