averagePedestrian/Pothole-detection-using-smartphone-A-Driver-Assistant

A mobile application made in Flutter that is capable of detecting potholes in real-time and alerting the driver to avoid any accidents caused by potholes. The app also estimates approx dimensions of the pothole to measure the severity may caused upon accident.

This is a mobile application that detects potholes in real-time using a deep learning object detection model on video captured through the camera. The app estimates the dimensions of potholes with a regression model built on data points collected from the detection model. It includes a driver alert system that warns users when the confidence in detected pothole and its dimensions exceed a pre-defined threshold. The application also saves information about the potholes, including their location and dimensions, in a cloud database which can be used by government for maintenance purposes. The data can be visualized on a pothole map through a web application. Link to the map application: http://3.7.125.104/