Collins went to the United States Military Academy. After training, he joined the United States Air Force. He flew F-86s at Chambley-Bussieres Air Base, France. He got into the USAF Experimental Flight Test Pilot School at Edwards Air Force Base in 1960. He tried to get into the second astronaut training group but he was not accepted. He did get into the third group.