The California Highway Patrol says it happened just after noon near Highway 63 and Manning Avenue.
Officers say the driver of an SUV ran a stop sign and was hit by a garbage truck.
A large plume of smoke could be seen after the crash.
Two people in the SUV were killed and the garbage truck driver suffered minor injuries.