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Self-driving car companies are already working on this. Check out: https://waymo.com/research/block-nerf/

NERF is a very active research area, and the progress from 2020 to now has been nothing sort of astonishing. In 5 years, I expect there to be fully generative NERF's in research i.e describe a scene, and a NN produces a full 3d scene that can you interact with.

discuss

krapp|3 years ago

Can it be done with Google's existing Street View data?

asvitkine|3 years ago

In the demo video, they mention that they used a lot of footage from self-driving cars to produce that.

One thing I noticed is there are no pedestrians and cars in those scenes. So they must do a lot of work to filter them out by combining a lot of footage. Therefore, it likely can't be used (as-is) on the street view dataset...

yonz|3 years ago

Yes!!!! I always get frustrated when ever it does the weird stretch thing as soon as you move around in street view. Just jump to the next frame of you have to.

dexter89_kp3|3 years ago

Can be done yes. Is it the best dataset to do what you describe, no.