Host: The Japan Society of Mechanical Engineers
Name : [in Japanese]
Date : September 11, 2022 - September 14, 2022
We are developing “Active Manual” that provides appropriate quality and quantity of information through optimum processes to drivers. To realize “Active Manual” ITS Skilled Level of driver assistance system and autonomous driving system is defined and predicted. We are considering the method to use AI (Deep Learning) technology for this prediction. For the prediction, driving data from a driving simulator is used. The driving data is obtained from level 3 autonomous driving system that will be scenes of daily driving. Several neural network models are created to try the prediction, and the best prediction accuracy shows 83.3%.
