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>You can maybe identify "traffic light", "car", "pedestrian", and "deer" with machine learning. That's just used to guess what they're going to do next. It's no
by naravara 8y ago
>You can maybe identify "traffic light", "car", "pedestrian", and "deer" with machine learning. That's just used to guess what they're going to do next. It's not used to decide if they're an obstacle. Obstacle detection and avoidance is all sensors and geometry.
Honestly, getting them to work to this basic level is the "easy" part. Real world driving conditions in urban environments are suboptimal at best. You're not only going to need a system that can navigate around and not hit things. You need it to be able to dynamically route around road-construction, do clever things to find parking.
Roads in most places aren't that well standardized. It takes a lot of small judgement calls for a taxi to actually do its job. Uber and Lyft still have trouble dispatching people to pick you up at your actual door!
- incompatible 8y agoRoads are currently designed for human drivers. Roads designed for automated vehicles could use different signalling systems for intersections and road works, and even parking (it would help if unattended vehicles could be moved at will for tighter packing).
- batiudrami 8y agoThat would be great but in reality we're going to need self driving cars which are near enough perfect with the existing infrastructure to get some major traction before roads start getting designed for them.
- naravara 8y ago>Roads are currently designed for human drivers. Roads designed for automated vehicles could use different signalling systems for intersections and road works, and even parking (it would help if unattended vehicles could be moved at will for tighter packing). For the amount of money it would take to completely overhaul the country's entire transportation infrastructure to accommodate self-driving cars in this way, you could have built a phenomenal train and bus system with bike/scooter lanes everywhere. So what exactly is the value add of cars then?