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Self-driving Cars

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Self-driving cars is just a fad?

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Self-Driving Cars
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Hassan Qudrat-Ullah
29 months ago

6 answers

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I don't believe it's a fad, but it will take time and companies/institutes who pursue it need to exploit the best technologies possible, i.e. active range-sensing/LIDAR rather than just passive (stereo) methods, while also furthering the computer vision techniques needed. It's tempting for companies like Tesla to decide that LIDAR is too expensive and that they can get by with software and a pair of cameras, but the laser impinging on the scene obviates difficult/slow correspondence problems that are onerous for computers to solve.

Meanwhile, deep learning has to emphasize object recognition based on 3D point clouds (PointNet-style) much more as opposed to just 2D image processing, to which the bulk of research on DL applies currently.

Finally, I also think that these companies and institutes need to accelerate testing of their autonomous navigation algorithms based on traffic simulation (SUMO-style), which makes it possible to validate autonomous nav algos faster than real time as well as on a massively parallel scale.

Michel Audette
29 months ago
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Given the development in artificial intelligence and robotics technology, I don't think autonomous vehicles will be a fad at all.

Ali Qudrat
29 months ago
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With so many big comanies and big investments in this setor, I am confident that self-driven cars will not be a fad but a growth industry.

Bo Chen
29 months ago
Bo Chen and Ali Qudrat,, thnaks for yoru perspective. Let us hope it is not a fad. - Hassan 28 months ago
Well, i find this as an interesting read that addresses this issue: https://www.cars.com/articles/whats-the-future-of-autonomous-driving-1420684379643/. - Bo 28 months ago
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I like it is very much. I think this will become a sound reality in the near future. Self-driving cars mean no or almost no level of "road rage", an ugly reality of cars with some drivers of kind.

Imane B
29 months ago
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I have several years of experience with automotive industry. I can attest to you that even a small new feature like 360 Camera was a great sell and buy for the clients/users of cars. Self-driven cars will take over the others in less than five years, in my view.

Wasim Safdar
29 months ago
@jason, Imane BOUKHATEM, and Wasim Safdar, thank you for your thoughts. Only time will tell if this is fad or a reality. There are examples of technologies on both sides. - Hassan 28 months ago
Wasim Safdar and Hassan Qudrat-Ullah, I am opimistic and would like to say that it is not going be a fad but a reality. - Tahir 28 months ago
Tahir Iqbal, and Hassan Qudrat-Ullah, what are the key reasons for you to be that optimistic? Technology has both sides, success and failures. It depends on several unknown. How do we know a new kind of fuel like Hydrogen may become mainstream or not? Economics of people is a very dynamic thing. Regulations in each country are different. - Ali 28 months ago
Ali Qudrat, Well, for me, the big investments by big ccomnaies and investors across the globe act like a vote of cofidence in self-driven car industry. - Tahir - Tahir 28 months ago
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When the pro-environment movement is on the rise, more and more green technologies will be developed. If self-driving cars also run on non-fossil fuel, it is going to be a hit trend.

Tahir Iqbal
28 months ago
Tahir Iqbal, But no certainty about the alternate fuels, right? - Ali 22 hours ago delete - Ali 28 months ago
Regadrless of any alternate, Ali Qudrat, we know that pro-environmental movement is on the go. As Hassan Qudrat-Ullah and Jason Mayes has said, only a good future holds if there is big uptake by several countries. - Tahir 28 months ago
Tahir Iqbal How will oil-producing countries like this at all? Unless, a better alternative for their resource, oil, is there, they will not ditch it in favor of self-driven car. So, I will tend to say to Hassan Qudrat-Ullah, yes this will be a fad. - Imane 28 months ago

Have some input?