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Holistic Video Scene Understanding with ViP-DeepLab

diplomat33

Average guy who loves autonomous vehicles
Aug 3, 2017
9,257
13,160
Terre Haute, IN USA
High quality camera vision perception system is not possible - ask all the machine learning experts on this forum...

🙄

I don't think anyone is saying that high quality camera vision perception is not possible. I am certainly not saying that. The question is how good can camera vision get? Can it be 99.999999% reliable for all cases? And are there any benefits in having other sensors for redundancy like for cases where camera vision might be less reliable?
 

EVNow

Well-Known Member
Sep 5, 2009
14,358
36,259
Seattle, WA
I don't think anyone is saying that high quality camera vision perception is not possible. I am certainly not saying that. The question is how good can camera vision get? Can it be 99.999999% reliable for all cases? And are there any benefits in having other sensors for redundancy like for cases where camera vision might be less reliable?
They didn't start using Lidar for redundancy.
 
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J1mbo

Active Member
Aug 20, 2013
1,609
1,459
UK
Not massively impressed with the 3D view from that example. The "shadow" cast by the two pedestians is excessive and obliterates objects that we know are there from previous frames (i.e. the blue oncoming car).

Bonus point for making one of the pedestrians look like a character out of The Simpsons :)
 

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