Officers arrived at the scene about 10:30 and found multiple shell casings in the road and evidence that bullets had struck a home.
A victim, 22-year-old Austin Clemons, had already been taken by personal vehicle to a local hospital before the officers arrived. Clemons injuries are listed as minor.
Members of the major crimes bureau are investigating the incident.
Chattanooga Police ask anyone with information regarding this incident to call 423-698-2525 or submit an anonymous tip via the Chattanooga PD Mobile App.