Intelligent UAV Hill Fire Prevention System Based on Fire Detection Models

The environment within the transmission channel of electric power facilities is more complex. In the event that there is a large number of miscellaneous trees and shrubs in the transmission line pathway, the accumulation of a large number of combustible materials will present a fire hazard. It is therefore necessary for maintenance personnel to conduct regular inspections of the transmission line channel in order to eliminate the risk of fire. Unmanned Aerial Vehicles (UAVs) offer several advantages, including low cost, high flexibility, simple operation and small size. These characteristics make them well-suited for use in hill fire detection. This paper proposes an intelligent UAV hill fire prevention system based on a fire detection model. This system can automatically identify and locate the target in the image, providing technical support for autonomous detection and flight. The system is capable of identifying and locating the fire area, thereby effectively addressing the issue of low efficiency in the inspection of fire hazards in electric power construction within the context of existing technology.