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Iamp;#39;m Noah Kern um as was presented I work with the real-time Computing Lab at the University of Michigan and this work was conducted while it was a research intern with Lear Corporation this past uh this past summer so today in this talk Iamp;#39;ll be presenting our work uh work in progress of a low-cost vehicle augmentation for improving the um the safety of vulnerable Road users okay so to motivate this talk um weamp;#39;re first going to address a problem called during and so during is the road to X in a vehicle type when a vehicle passenger basically opens the door to the path of all vulnerable Road user so this could be a bicyclist somebody on any scooter Runners I think the GIF gets a pretty good sense of what actually goes on with doring unfortunately itamp;#39;s still highly pervasive accident with a pretty high injury rate about one during accident habits per day in Chicago and over 80 percent of the accidents that leave biker seriously injured and San Francisco um