Police said a shooter fired from a car into a crowd in the 1100 block of East 13th Street around 11 p.m.
One of the bullets hit a 40-year-old woman who is eight months pregnant.
She is being treated at Christiana Hospital. A 25-year-old man who was also hit by gunfire is being treated there as well.
Police said it is unknown if they were the intended targets.