Project for the course "Visual Information Processing and Management" at University of Milan Bicocca (a.a. 2021/2022).
The dataset used as training set is Annotated Potholes Image Dataset.
The detection task is carried out with YOLOv4 and YOLOv4-tiny, implemented in the Darknet framework.
The datasets, the PowerPoint presentation and the best models' weights are available here (unfortunately, the presentation is only avilable in italian).
Some results on videos (the gif takes a few seconds to load):