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How to implement on costumized dataset? #4

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zhejia01 opened this issue Oct 7, 2023 · 1 comment
Open

How to implement on costumized dataset? #4

zhejia01 opened this issue Oct 7, 2023 · 1 comment

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@zhejia01
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zhejia01 commented Oct 7, 2023

The position and pose calibrated by COLMAP will lead to no convergence on costumized dataset.

@leonidk
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leonidk commented Oct 25, 2023

Can you share the dataset? I've had decent results on every CO3D & COLMAP dataset I've tried (although I haven't shared the COLMAP reconstruction code here, I could put it over on leonidk/fmb-plus ).

Typically the core problem is that this works with a few initial conditions (which most captures satisfy):

  • scene should be outside-in object reconstruction.
  • scene needs to be rescaled to appropriate scale, or else mean/prec gradients dominate optimization
  • initialization should be at the center of focus

This repo is a little older, and maybe the results in https://github.com/leonidk/fmb-plus/ or https://github.com/leonidk/ns-fmb would be easier to run/debug/compare.

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