Cameron was born in Seattle, Washington on January 15, 1996 as Chloe Celeste Hosterman to Philip Alan Hosterman and Bonnie Wallace. She has one older sister, Claire Hosterman, who was born in 1989. At the age of eight, she began acting in community theater. When Cameron was fourteen she moved to Los Angeles, where she sang in Burbank High School's National Championship Show Choir.