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Panel Discussion: Are deep learning & computer vision algorithms enough for level 5 self-driving cars? What are the chances and limits of cameras powered by computer vision software?

Fill in the form below to view the panel discussion from ‪Amit Mehta,Head of Innovation at North American Lighting,‪Robert Krutsch,Chief Architect at Aptiv, ‪Timofey Uvarov,Camera Systems Lead at Pony.ai

What are the limits of a computer vision–only approach?
What are the main reasons to still use 3D mapping hardware?
How to overcome the challenges of deep neural networks with regard to training data?
How can we improve existing deep learning systems?
What are the perspectives of deep learning algorithms when it comes to safety?

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