Developing a Searching Sheep Application Using Machine Learning

Sheep hold significant economic value. While the loss of a few sheep may be insignificant on large-scale ranches, it poses an unacceptable burden on small and medium-sized ranches. Therefore, considerable manpower and time must be allocated for locating the lost sheep. In this paper, the authors focus on develop an application to help searching lost sheep. To correspond to the actual ranch environment, a drone is considered to use. The affordability of small drones, coupled with their mobility, offers an effective solution to address this challenge. The machine learning methods is used to identify sheep. Moreover, to build a lightweight, works quickly and correctly execute system, the system environment and several methods is discussed.