nkolot / ProHMR

Repository for "Probabilistic Modeling for Human Mesh Recovery"
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About mode computation from model #19

Open markkim1115 opened 2 years ago

markkim1115 commented 2 years ago

Hello, These days, i'm researching based on your ProHMR idea.

I have a question. As far as I understand from the paper, z=0 mapped to a mode of body pose distribution conditioned on input image.

So, variable θ from z=0 may have highest likelihood in distribution p(θ).

But from the result, we can see the best result comes from many samplings.

image

Why the mode still does not give best reconstruction error? How do you think about this?

May be dumb question, forgive me. Thanks!