An intelligent Pothole Detection system using YOLOv4 Tiny, capable of identifying and categorizing potholes in real-time video streams. The severity level of each pothole (Low, Medium, High) is ...

Here we train YOLOv4 and YOLOv4-Tiny models with 4 different experimental settings on a pothole detection dataset. We also run inference in real-time using the trained models. The jupyter_notebook ...

A novel approach for the detection and counting of potholes in road surfaces using video sequences is proposed in this paper. Potholes are a significant road hazard that can lead to accidents and ...

It has seen that most of the road damages arises due to potholes. Cost effective approach has to be considered to detect potholes. CNN has ability to extract the relevant features from image or video ...