A house has been damaged extensively during a party at an Airbnb rental in Perth, with police seeking help to identify those involved.

Police were called to the house on Short Street in Cannington about 11.30pm on Saturday by neighbours who heard glass smashing during a party at the house.

Officers found about 30 people near the property. The owner was also present and told police the house had been rented for four days.

The Cannington property was rented out through Airbnb. Credit:WA Police

All the windows of the house had been smashed, walls damaged and the doors ripped off. The contents of the house, including furniture and white goods, were strewn across the lawn or embedded in windows and walls. The damage is estimated to be in the vicinity of $30,000 to $50,000.

Anyone with information or CCTV, dashcam footage or phone video is urged to contact police.

AAP