Officers are appealing for witnesses of a burglary on Sherborne Walk, Windfield, at around 4:30am on Thursday morning.
The suspects forced entry via the front door and stole car keys, a handbag, an Audi RS4 from the driveway and then fled the scene.
Police are working to identify two suspects caught on CCTV arriving at the location in a Hatchback.
Anyone with dashcam or video doorbell footage in the area is urged to contact police on 101.