Intelligent Road Anomaly Detection and Driver Assistance System: Machine Learning Approach for Enhanced Road Safety

Intelligent system designed to detect road anomalies and provide driver assistance for improved road safety. The system is integrated into vehicles and utilizes a combination of accelerometer sensors, vibration motion sensors, gyroscopic sensors, and GPS technology. By analyzing sensor signals using machine learning techniques, the system can identify various road irregularities based on the vehicle's current position. Additionally, the system collects and compares data from other vehicles at the same GPS position to confirm the presence of potholes or speed bumps. The gathered information is securely stored in a cloud-based storage accessible through a GPS application. The system proactively warns drivers in advance, notifying them to slow down as they approach GPS points previously identified as having road anomalies. By leveraging real-time sensor data and GPS information, this intelligent system enhances road safety and promotes a smoother driving experience.