LiDAR vs Computer Vision: Does Waymo Have A Better Strategy Than Tesla? | Random Thursday

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At Tesla's Investor Autonomy Day, they laid out their plan for building a self-driving network of robotaxis and made the argument that their computer vision approach is better than LiDAR-based approaches.

Here I take a look at the two strategies and see which one could be the first to create the self-driving car.

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LINKS LINKS LINKS:

CGP Grey on How Machines Learn https://www.youtube.com/watch?v=R9OHn5ZF4Uo

Drago Anguelov, Waymo presentation https://www.youtube.com/watch?v=Q0nGo2-y0xY

Tesla's Autonomy Day presentation https://youtu.be/Ucp0TTmvqOE

Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving: https://arxiv.org/pdf/1812.07179.pdf http://news.cornell.edu/stories/2019/04/new-way-see-objects-accelerates-future-self-driving-cars