UAV Forest Smoke and Flame Recognition System Based on YOLOv5

At present, forest fire prevention is still facing a severe and complicated situation. In order to solve the problem of low efficiency of traditional forest fire detection, a forest fire and fire detection system is proposed, which uses uAV to collect digital images and PC for real-time intelligent recognition. The UAV is equipped with a high-definition camera and transmits digital images to the PC in real time through wireless image transmission technology. The PC recognizes the image through the YOLOv5 target detection algorithm and displays the results on the PC page in time, finally realizing real-time monitoring of forest fires.