I often wonder if these companies are truly trying to revolutionize driving, or just trying to put a couple of "Johnny Cabs" in the southwest and call it a day. Their strategy really does seem geared towards the latter outcome.
I often wonder if these companies are truly trying to revolutionize driving, or just trying to put a couple of "Johnny Cabs" in the southwest and call it a day. Their strategy really does seem geared towards the latter outcome.
I suspect we’ll start seeing more training and testing in places with less nice weather as time goes on.
This is precisely the type of presumptions I'd like to see tested. I mean, if you're going to go to the trouble of all this and have a 118 acre road course, it seems the height of hubris to just say "well, the sensors will probably be better than cameras at night."
It's amazing to me that on Hacker News people people have this puritanical embarrassment over obvious technical questions.
Night is very concerning and is a problem for computer vision systems.
During the day illumination is fairly consistent. Sure the sun moves around, but it's not a spotlight. At night, illumination varies a lot. A detector that works during the day may not work at all at night. This is no joke, there are papers that show dramatic performance losses for tasks like pedestrian detection at night.
Cameras are worse at night. They need to be more sensitive which dramatically increases their noise. They may need to have longer exposures leading to blur, which is of course made worse if you are moving the camera.
Headlights also don't provide the same visibility so your reactions must be faster. Reflections are a big problem too. Oncoming headlights are also an issue.
Nighttime testing will be critical.
This is solved by having multiple sensors. Nighttime is really not a problem, especially given the broad spectrum and LIDAR.
One example: https://arstechnica.com/cars/2017/10/waymo-starts-testing-in...
I think it's worth putting them into different classes, don't you/
It's like criticizing the Wright Brothers, saying stuff like "meh, they barely were off the ground, who cares"