Oooguruk drill site (ODS), is an important location for Caelus Natural Resources Alaska, LLC. Over 30 million barrels of oil have already been produced from Oooguruk since 2008, but the drill site in Alaska’s North Slope region is also frequented by polar bears. An intelligent security system helps to spot them. The technology has to recognize the animals as early as possible and function reliably. This entails defying the extreme