Stage of Innovation: Proof of Concept (You have created something to show the innovation can work)

Problem: By clearly displaying the location, size, and condition of potholes and speed bumps on a google map, road users can get a head start on maintaining their vehicles.

Unique Selling Point: The traditional approach involves collecting pictures of road dangers and damage that are taken by motorists and uploading them to a central server. Drivers give their time, and people are hired specifically for this reason, in addition to reporting to the appropriate authorities. These methods, when combined with manual picture analysis, are incredibly expensive and slow. In addition, the advent of technology plays an important role in monitoring and maintaining road anomalies swiftly. Using advanced sensors, cameras, road surface temperature monitoring, Satellite imagery, machine learning algorithms and artificial intelligence, authorities can identify and address road anomalies quickly and efficiently, improving road safety for drivers and passengers. A low-cost effective solution that mines data about the vibration conditions using accelerometer and gyroscope sensors strategically attached to a vehicle. The proposed solution also acquires and analyses this data of road surfaces especially about its irregularities majorly potholes and speedbumps and their severities. The uniqueness of the proposed solution is that predicts the road irregularities in real-time using deep neural network and integrate the result on a google map using GPS.