Abstract. Inspection of container cranes is an important task to maintain the all-day operation in harbours. In practice, manually carrying out inspection process not best solution due complexity, time consumption, and cost. The manual often performed by specialists who capture images areas interest then check analyse these visually. Once a critical area spotted, industrial climbers are hired p...