Potholes are a common issue on roads, and can cause a variety of problems, ranging from posing danger to vhicles and perdistrians to reducing the roads quality and lifespan. In this report, we’ll briefly discuss how computer vision and machine learning can help concerned entities address the issue of pothole occurrence, by discussing the approach taken to detect these holes, and how this can help citizens report such issue to concerned entities.