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tobias-kirschstein avatar tobias-kirschstein commented on May 30, 2024

Hi Zhenyan,

yes, we used COLMAP for the depth supervision. In our case, the obtained pointclouds for each timestep were quite dense (except for the hair region) since we used 12 cameras for training. One can get even better 3D point reconstructions with more advanced tools like RealityCapture or Metashape.
In the paper we ablate the effect of using depth supervision and find that it also works reasonably well without it on our dataset.
However, if you want to run NeRSemble on a custom dataset that does not have as many views, it might be that the depth supervision is more important than in our setting with 12 views.

from nersemble.

ZhenyanSun avatar ZhenyanSun commented on May 30, 2024

from nersemble.

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