Lead the R&D and conduct own Research to provide Autonomous Driving technology: StatisticalSignal Processing, Computer Vision, Sensor Fusion, Machine Learning/AI, Situation Awareness, PathPlanning and Driver Monitoring.
Extremely high-speed Autonomous Driving on track: Harder than road?
The talk will recall the remaining challenges for autonomous driving on road. How AI and deep learning is considered in perception, motion planning, localization, mapping and driver monitoring? How complex is the scaling problem, from country to country? How much data is needed? Is it possible to guarantee safety of AI decisions? The talk will also describe the AI challenges at extremely high-speed and some insight of our work will be presented.