Deputies were called to a home in the 6900 block of Victoria Avenue shortly before 5:30 p.m. Thursday, according to a spokesperson for the San Bernardino County Sheriff's Department.
The toddler was taken to a hospital, where he was pronounced dead.
Authorities have not said whether the shooting was accidental, and it was not immediately clear whether anyone would face charges.
Further details were not released. An investigation is ongoing.