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Inaccurate Prediction for Overweight People #44

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hubertshum opened this issue Apr 23, 2021 · 2 comments
Open

Inaccurate Prediction for Overweight People #44

hubertshum opened this issue Apr 23, 2021 · 2 comments

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@hubertshum
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With the demo code, I found that the estimated mesh for overweight people is highly inaccurate. Even for the image of a person with a slight overweight, the estimation mesh around the tummy area is much smaller:
Example Image 1
For the image of a more overweight person, the estimation accuracy degrades even further in both the tummy and the chest area:
Example Image 2

This problem exists for side view images and front view images - I was never able to estimate the 3D shape accurately for overweight people.

Is this something that can be fixed by changing parameters in the code? Or, is this a limitation on the SMPL-X model?

Thanks.

@physxP
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physxP commented Sep 14, 2021

Any update on this? Any way to fix this?

@hubertshum
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Unfortunately no. My team is trying out other 3D reconstruction frameworks to see if we can get better results.

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