Detecting different types of damages of roads like cracks and potholes for the given image/video of the road.
Dataset: https://github.com/sekilab/RoadDamageDetector
It consist of images of roads of different countries (Japan, India, Czech). Majority of them was from japan.
With image files it also contain the label information of each image in pascval voc format.
Tried different models like ssd_mobilenet, efficientdet and yolo.
As the yolo model gave good results made a demo web_app for localhost with that model.
