Answer:
Flag Day is celebrated on June 14th of each year and celebrates the adoption of the American flag, which took place June 14th, 1777. June 14th was proclaimed a Holiday by Woodrow Wilson in 1949 although it is not yet recognized as a Federal Holiday.
Source:
http://www.americanflagsforsale.com/american-flag-flying-holidays.aspx
Matt