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Lidar waveforms are worth 40x128x33 words

(openaccess.thecvf.com)

168,960
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BTW with self-driving cars, what happens when there are hundreds of Lidar signals at one intersection?

There's no way a sensor can tell if a signal was from its own origin?

Guessing any signal should be treated as untrusted until verified somehow

but I suspect coders won't be doing that unless it's easy

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Can lidar be purchased for hobbyist use yet?
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Check out PiLIDAR for one of many options:

https://github.com/PiLiDAR/PiLiDAR

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Depends on your budget and the resolution you need.

E.g Livox mid 360 https://store.dji.com/en/product/livox-mid-360

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