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