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Self-driving car companies are already working on this. Check out: https://waymo.com/research/block-nerf/ https://waymo.com/research/block-nerf/ NERF is a very
by dexter89_kp3 4y ago
Self-driving car companies are already working on this. Check out: https://waymo.com/research/block-nerf/ 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.
- krapp 4y agoCan it be done with Google's existing Street View data?
- dexter89_kp3 4y agoCan be done yes. Is it the best dataset to do what you describe, no.
- yonz 4y agoYes!!!! 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.
- asvitkine 4y agoIn 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...