Github repo of S6 Miniproject
Special Thanks to LearnOpenCV Tutorial
This directory should contain following:
pothole
├── darknet
├── dataset <= Dataset
├── pothole-map <= Contains Map application for mapping potholes
├── pothole_road.mp4 <= Test video for testing pothole detection
└── readme.md <= This file
due to size constraints, dataset is omitted from this repo. You can download dataset from here
For tutorial on pothole detection (basic object detection using YOLOv4), you can follow Learn OpenCV Tutorial
This directory contains trained weights so you won't need to train it again
detection.mp4
Its a vite application which shows which roads have potholes. Presently all potholes in map is mapped using pre-defined values of latitude and longitude, but it can be simply modified to a detection -> db -> map model
Current version is also hosted here