this post was submitted on 24 Aug 2023
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Do you have lidar on your head? No, yet you're able to drive with just two cameras on your face. So no lidar isn't required. Not that driving in a very dynamic world isn't very difficult for computers to do, it's not a matter of if, it's just a matter of time.
Would lidar allow "super human" driving abilities? Like seeing through fog and in every direction in the dark, sure. But it's not required for the job at hand.
Do you have lidar on your head?
Nope,
And that's exactly why humans crash. Constantly.
Even when paying attention.
They don't have resolution in depth perception, nor the FOV.
No it isn't. Anywhere in the world the vast majority of crashes are caused by negligence, speeding, distraction, all factors that can be avoided without increasing our depth perception accuracy.
Do you have CCDs in your head? No? This argument is always so broken it's insane to see it still typed out as anything but sarcasm.
You have eyes that are way more amazing than any cameras that are used in self driving, with stereoscopic vision, on a movable platform, and most importantly, controlled via a biological brain with millions of years of evolution behind it.
I'm sorry, you can't attach a couple cameras to a processor, add some neural nets, and think it's anything close to your brain and eyes.
And also, cameras don't work that great at night. Lidar would provide better data.
A lot of LIDAR fans here for some reason, but you're absolutely right.
There's just not a good amount of evidence pointing that accurate depth perception only obtained through LIDAR is required for self driving, and it also won't solve the complex navigation of a real world scenario. A set of visible spectrum cameras over time can reconstruct a 3D environment well enough for navigation and it's quite literally what Tesla's FSD does.
I don't know why someone would still say it's not possible when we already have an example running in production.
"But Tesla FSD has a high disengagement rate" - for now, yes. But these scenarios are more often possible to be solved by high definition maps than by LIDAR. For anyone that disagrees, go to youtube, choose a recent video of Tesla's FSD and try to find a scenario where a disengagement would have been avoided by LIDAR only.
There are many parts missing for a complete autonomous driving experience. LIDAR is not one of them.
Humans don't drive on sight alone.
Uhhhh... What the fuck else are the rest of you using?!
One obvious sense is hearing, as in hearing things like sirens to move out of the way.
What's the human equivalent for lidar then?
Sound? Though I guess all the fancy expensive cars remove this feedback