Efficient Autonomous Driving System Design: From Software to Hardware

Recent advancement in algorithm is pushing forward the application of autonomous driving in real life. The massive usage of deep learning in autonomous driving is making the system larger and more complex. On one hand, researchers are extending the usage of deep learning, from image process to lidar process, from sensing to control. On the other hand, people are designing larger models to achieve higher performance.