It happened just after 3 a.m. at the Waffle House on Winchester Road near East Loudon Avenue.
Police say someone fired shots after a disorder in the parking lot.
As officers arrived at the restaurant, dispatch received a report of two women at the hospital saying they were hit by a car.
Police believe the two incidents are related.
A witness told FOX 56 that a fight broke out at the restaurant and someone tried to drive away through a crowd of people.
The witness said two people started shooting at the car.
At this time, police have yet to make any arrests in the case.
The women who showed up at the hospital are expected to be okay.