Officers responded to Shotspotter reports at Glenn and Cambridge Avenues near Fresno City College around 10:13 pm.
The victims are two men, one in his 40s and another in his 50s.
Both were taken to Community Regional Medical Center in downtown Fresno. They're expected to recover.
Police have not released any suspect information.
Detectives spent hours combing the scene looking for evidence.