Officers from the Gang Crime Squad with the help of the Tactical Response Group have raided a home in Baldivis.
Police stormed the home on Ravensfield Road around 6pm on Tuesday.
A WA Police spokesperson said the search warrant was part of an ongoing investigation, but would not reveal what that investigation was about.
No charges have been laid.
Police urgently searching for three people on a red motorcycle in the Wellard, Rockingham, Waikiki and Cooloongup area
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