Potholes are formed on roads due to wear and tear or weathering of roads. They cause discomforts to commuters and deaths due to vehicle accidents. There are numerous use cases to detect a pothole. Cameras installed on vehicles can see potholes on roads in real-time and help drivers to avoid them.
The steps for building a pothole detection system are as follows:
1. Data acquisition and preparation
2. Model training and evaluation
3. Model deployment for real-time detection
Some of the libraries can help you create applications to reduce accidents and discomforts by detecting potholes.