YOLOv4 BASED POTHOLE DETECTION SYSTEM

YOLOv4 BASED POTHOLE DETECTION SYSTEM

Nandish M1, Sufiyan Riaz Khan2, Junaidh Fardeen3, Vineet G Kowti4 Saliq Mushtaq5

 1 Assistant Professor,2Final year Student,3Final year Student, 4Final year Student,5Final year Student

Department of Computer Science and Engineering, Jawaharlal Nehru New College of Engineering, Shimoga

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Abstract - Potholes are very commonly found these days and they found everywhere. This leads to major disturbances to our society in the form of vehicle damages, accidents and it also effects the economy of that countries where potholes are present. To solve the problem, the solution is created using YOLO (You Only Look Once) algorithm for pothole detection. It is a pretrained model which detects the pothole using YOLO v4 algorithm. In last decade many different techniques are proposed but YOLO gave better results and the speed and accuracy is also high. In the object detection system, the input is given in the form of images or videos and the respective output is to detect the object.

Key Words:  YOLO v4 algorithm, Pothole.