“…The whole process takes a lot of time, and even real-time working conditions cannot be obtained. This has posed a great challenge to the detection of field working conditions of oil field pumping wells [2]. In recent years, with the gradual maturity of UAV technology, more and more projects have been launched around UAV, and it has been widely used in the inspection of power, highway, agriculture, communication, oil, and other fields [3].…”