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Instead of working from a single 2D image as this work does, what is the state of the art for 3D reconstruction from multiple (non-calibrated) images? e.g. some casual shots of an object using my phone.


It depends on the goal, but the whole family of NeRF techniques have been achieving some really interesting results.


probably Nvidia's latest Instant Neural Graphics Primitives paper (as far as I'm aware). they demonstrate near-instantaneous training of NeRF models:

https://nvlabs.github.io/instant-ngp/


Photogrammetry apps, right?




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