The shooting happened at about 8:30 p.m. at 79th and Escanaba.
Police say a vehicle passed by a crowd of people and someone inside the vehicle opened fire.
Two children, ages 8 and 10, were both shot in the foot.
Three adults were also injured, including a man who was shot in the head and was in critical condition Tuesday night.