Скачать или смотреть BigCo Collaboration: Enhancing BYD's Driver Assistance Systems

BYD, a leading Chinese automaker, had posted research needs for driving assistance systems through an open competition, hoping to receive innovative ideas or a simple demo. Our team conducted offline surveys of around 50 drivers and combined this information with the original data provided by BYD. Innovatively, we integrated small, lightweight sensors into the steering wheel without affecting the airbag's functionality. By utilizing the Local Outlier Factor (LOF) anomaly detection algorithm, we continuously monitored the driver's fatigue levels and the vehicle's internal environment. Additionally, we employed the Bayesian data classification algorithm to intelligently categorize real-time data, enabling the seamless integration of data from Advanced Driver-Assistance Systems (ADAS) into BYD's cloud platform.