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Calculate Chamfer Distance and F1 score

Open kf-zhang opened this issue 1 year ago • 3 comments

Hi! Nice work! I'm trying to estimate the reconstruction quality using Chamfer Distance and F1 score. But I didn't see the corresponding code in the repo. Can you tell me which script do you use to calculate the Chamfer Distance and F1 score?

kf-zhang avatar Sep 16 '23 06:09 kf-zhang

Hi @kf-zhang

The TNT datasets provide an official code for evaluation. We used the python code for DTU evalution borrowed from NeuralWarp.

mli0603 avatar Sep 16 '23 21:09 mli0603

Hi @mli0603,

I'm trying to follow the python code for DTU evaluation from NeuralWarp, as alluded to above. However I believe the output meshes may need to be denormalized before they can be compared to the groundtruth? Is there a functionality of the code base to do that which I have missed? Thanks

ThumbmasWalker avatar Mar 10 '24 23:03 ThumbmasWalker

May I ask did you figure this out?

iszihan avatar Jul 17 '24 23:07 iszihan

Do you know how to calculate the PSNR value? I don't see any rendered images in the output.

xsl316 avatar Oct 09 '24 08:10 xsl316