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Indoor scene reconstruction with normal/depth priors #18

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@bennyguo bennyguo commented Nov 18, 2022

  • scannet dataset @pablovelaimmersed
  • nerf/neus training on scannet dataset
  • normal/depth priors

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bennyguo commented Nov 18, 2022

NeRF on scan2 after 100k iterations (left to right: gt, nerf render, depth, opacity):

it100000-test.mov

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Awesome, thanks for helping. I'll continue working on including a script to generate the depth/normal priors and integrate the relevant loss functions for both. I think the reason for bad quality results from Nerf is the lack of these geometric priors.

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