A deerstalker is a men’s traditional tweed hunting cap. It typically has back and front peaks, and some versions have ear-flaps. The deerstalker became popular with women in the 20th century. The hat however is typically associated with Sherlock Holmes.
Source- The Thames and Hudson Dictionary of Fashion and Fashion Designers.