The project evaluates lane detection accuracy on Indian roads using open-source computer vision frameworks and GPS-based GNSS-INS positioning. It develops a hybrid system combining both approaches for improved lane-level positioning and compares its performance. The system’s lane-following capability is demonstrated on a real-world vehicle platform.