It happened Saturday night on the city's south side.
One man says he and some friends were barbecuing in a yard, when someone pulled up in a car and started shooting.
A 21-year-old man and a four-year-old boy were wounded. They were taken to the hospital, but are expected to recover.
Police have not arrested any suspects.