Intel Corporation
Computer-assisted (CA)/autonomous driving (AD) vehicle inference model creation

Abstract:

Systems, apparatuses, and methods are disclosed for generating an inference model and improving its performance on identified problem locations. Data collected by one or more data sources, such as vehicles, stationary sources, and external or online sources, is used to create an initial inference model, which is then used in an autonomous driving simulator along with the collected data and human driver responses to identify at least one problem location. One or more additional categories of data are identified and collected. The additional category data is then used to create a second inference model.