Buster Keaton up to provide replacements, as happened to some other late-arriving divisions. During his time in uniform, he suffered an ear infection that permanently impaired his hearing. In February 1917, Keaton met Roscoe "Fatty" Arbuckle at the Talmadge Studios in New York City, where Arbuckle was under contract to Joseph M. Schenck. Joe Keaton disapproved of films, and Buster also had reservations about the medium. During his first meeting with Arbuckle, he asked to borrow one of the cameras to get a feel for how it worked. He took the camera back to his hotel room and dismantled and reassembled it.
Buster Keaton the City of Los Angeles declared the date "Buster Keaton Day." Keaton designed and modified his own pork pie hats during his career. In 1964, he told an interviewer that in making "this particular pork pie", he "started with a good Stetson and cut it down", stiffening the brim with sugar water. The hats were often destroyed during Keaton's wild film antics; some were given away as gifts and some were snatched by souvenir hunters. Keaton said he was lucky if he used only six hats in making a film. Keaton estimated that he and his wife Eleanor made thousands