The home is located near Butler and Orange Avenues in Southeast Fresno.
Fresno Police Chief Jerry Dyer said, "It clearly demonstrates our increased efforts at targeting gang members and guns, but it also clearly shows that what lengths they will go to to avoid capture."
Both suspects face drug and weapons charges.
The people who live at the home have also been arrested.