Flatiron building 1903 by Louise Smith Posted on May 11, 2012 Flatiron building 1903. Library of Congress: 3c01814u. If you are a fan of the Flatiron Building, you will enjoy the variety of images on Shorpy.com This entry was posted in New York City. Bookmark the permalink.