Atwater PD responded to a shots fired call Thursday evening just after 5:00 p.m. on Kelso St.
Atwater PD quickly blocked off the area to investigate.
During the investigation it was determined gunfire was exchanged between people, police say.
No suspects were arrested and no injuries reported.
The motivation for the shootout is unknown at this time, according to police.
No further information was immediately available.