Police said they were trying to catch up to the driver when he crashed into a house near Venice Boulevard and Spaulding Avenue.
Authorities said no one inside the house was injured. The suspect suffered minor injuries to his face.
Officers believe the suspect may have been driving under the influence when the crash occurred.