Police is located to the north-east of Mohelnice at the foothills of the Úsovská vrchovina Uplands. It stands at the crossing of roads to neighbouring Třeština, Klopina, Dubicko and Úsov, all being ca 3 km from Police. Except for the formerly independent Džbánov, all houses in Police are concentrated around the elevated cemetery church. The cycling trail no. 6026 starting in Dubicko runs along the former inn from the 16th century to the local pond where you can enjoy swimming. Nicely refreshed, you will have to overcome the hill dividing Police from Úsov.