Neither person has been identified by police.
According to Memphis police, one man was arrested in connection with the accidental shooting, as well.
Kevin Owens, 33, is being charged with three counts of child neglect and one count of aggravated child abuse-endangerment.
Investigators did not specify if Owens is related to either of the children who were involved.
The investigation is ongoing.