Police said a fight among 10-20 people broke out in the 600 block of Martin Luther King Jr. Drive at 3:43 a.m.
Officers broke up the fight and left the scene.
Shortly after, they received a call about shots fired in the same area.
When police returned to the area they found two gunshot victims. The rest of the group had fled the scene.
Both gunshot victims were taken to a local hospital with non-life-threatening injuries.
The investigation is ongoing.
Anyone with information about this incident is asked to call Crime Stoppers at (336) 373-1000.