The judges of the Supreme, circuit and county courts and chancellors and judges of the Court of Appeals shall be conservators of the peace for the state, each with full power to do all acts which conservators of the peace may lawfully do; and the circuit judges and chancellors shall reside within their respective districts and the county judges shall reside in their respective counties.