Wei Lowe, co-founder of autonomous vehicle HD mapping startup DeepMap, explains the technical division between cloud systems and edge computing in self-driving cars.
“Of course, it's the automated storage place, and it's also the place where 99% of the computation is done for map creation and map updates.”
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More from Wei Lowe
AssertionNot checkable as stated
Wei Lowe: Cameras alone cannot provide high-precision depth perception for AVs
“When you're talking about extreme high precision measurement cameras oftentimes is just not enough. And the lasers gives you a precise measurement of depth or distance in the three D space.”
Wei LoweJan 2, 2019▶ 16:25a16z Podcast | Exploding the Map
AssertionSupported
Wei Lowe: Consumer digital maps rely on survey fleets, not crowdsourcing
“Those maps were not created from The GPS unit that you have on your car or the camera system that you have in your car and whatnot. They were created by special, what we call mapping survey fleets.”
Wei LoweJan 2, 2019▶ 4:08a16z Podcast | Exploding the Map
AssertionNot checkable as stated
Wei Lowe: Modern digital maps are built exclusively for human consumption
“But if you actually dive deeper, maps today, including the digital maps, are actually built for human consumption only.”
Wei LoweJan 2, 2019▶ 7:51a16z Podcast | Exploding the Map
Insight
Wei Lowe: Autonomous robots consume spatial map data through APIs, not visuals
“Robots don't really need to see anything. They need to consume the data and they consume the data through APIs and so on.”
Wei LoweJan 2, 2019▶ 27:43a16z Podcast | Exploding the Map
AssertionSupported
Wei Lowe: China and South Korea explicitly forbid exporting geospatial mapping data
“There are countries who heavily, heavily regulate their geospatial data. You know, China is one, South Korea is one. There's actually a whole bunch of other countries who... Explicitly Forbid exporting geospatial data. You cannot move data out of South Korea a…”
Wei LoweJan 2, 2019▶ 31:04a16z Podcast | Exploding the Map
Insight
Wei Lowe: Cartography has always driven technical and mathematical innovation
“Mapping has always been almost the frontier of technology. People who can make really good maps for that time tend to be the most technically advanced and mathematically advanced.”
Wei LoweJan 2, 2019▶ 2:29a16z Podcast | Exploding the Map
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