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Unable to reproduce results #13

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georged4s opened this issue Oct 19, 2020 · 1 comment
Open

Unable to reproduce results #13

georged4s opened this issue Oct 19, 2020 · 1 comment

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@georged4s
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georged4s commented Oct 19, 2020

Firstly, big thanks to @weiyuewang @Xharlie @laughtervv for pushing the frontier of 3D reconstruction again further into the greater states. I really like your proposed metric representation using SDF and the strategic of combining the features from both global and local to recover granular details. These are truly brilliant ideas!

I have been trying to reproduce some of the outputs in your paper from using the online product image such as the one below.
image
I am able to get the exact same image but unable to reproduce the mesh in the same quality as one in the paper...
image
image

Here is the code I run. The only change I have made is the image size (changed to 224x224). I have also try using the default value 137, but the result doesn't change much.

python -u demo/demo.py \
--cam_est \
--log_dir checkpoint/SDF_DISN \
--cam_log_dir cam_est/checkpoint/cam_DISN \
--img_feat_twostream \
--img_h 224 --img_w 224 \
--sdf_res 64

Did I miss anything?

@Xharlie
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Xharlie commented Dec 17, 2020

hi, the take away is "background matters". We actually make the background dark and send it into the model

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