Study on the Application of Real-time Drone Monitoring in Ordos Open-Pit Coal Mine

In the process of intelligent mine construction in open-pit mine, order to improve safety monitoring ability transportation system, solve problems large human interference and blind Angle detection by existing conventional methods, this paper establishes an data set, proposes a real-time model based on UAV. The reasoning component with strong computing power low consumption is selected, lightweight object selected for experiment. A quantitative standard dynamic energy evaluation algorithm proposed. Through experimental comparison, it found that YOLOv4-tiny has highest comprehensive grade accuracy, speed, other aspects, which suitable application above model.