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by smaddox 552 days ago
Apparently they're using this CMOS sensor: https://www.onsemi.com/products/sensors/image-sensors/ar0136...

It's not an event camera, so it's very much taking images, which are then being processed by computer vision algorithms.

Event cameras seem more viable than CMOS sensors for autonomous vehicle applications in the absence of LIDAR. CMOS dynamic range and response isn't as good as the human eye. LIDAR+CMOS is considerably better in many ways.

2 comments

Nah thats old. They now use https://www.sony-semicon.com/files/62/pdf/p-15_IMX490.pdf and they run multiexposure on every frame. Stupid high dynamic range
Oh, interesting. 120db is much better than what I thought possible with CMOS sensors. Thats competetive with the human eye.

Well, that definitely changes my opinion on how feasible/competitive camera-only autonomous driving can be.

Next time you’re facing blinding direct sunlight, pull out your iPhone and take a picture/video. It’s a piece of cake for it. And it has to do far more post processing to make a compelling jpeg/heic for humans. Tesla can just dump the data from the sensor from short&long exposures straight into the neural net.
Humans can also decide they want to get a better look at something and move their head (or block out the sun with their hands) which cameras generally don't do.