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.
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