The incident was reported at about 4:15 a.m. just west of Seminary Avenue on Highway 580, according to CHP Officer Peter Van Eckhardt.
The officers were driving from Santa Rita Jail when their vehicle struck a large deer in the roadway, Van Eckhardt said.
The vehicle's airbags deployed upon impact, and although the police vehicle was damaged, both officers escaped without injury, according to Van Eckhardt.