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marian42 / mesh_to_sdf

Calculate signed distance fields for arbitrary meshes
https://pypi.org/project/mesh-to-sdf/
MIT License
1.02k stars 108 forks source link

The DeepSDF paper #10

Closed Rouen007 closed 4 years ago

Rouen007 commented 4 years ago

Hello, when learning the sdf method, i found this awesome method. i found some questions: The DeepSDF paper indicated that the auto decoder method are utilized, but I found no code related to the machine learning method. Would you mind figuring out the code ?

marian42 commented 4 years ago

This repository only contains code to calculate SDFs for a given mesh. An example application for this is the data preparation for DeepSDF. This repository contains a method that implements the strategy of sampling points more densly near the surface that was suggested in the DeepSDF paper. If you would like to recreate the data preparation pipeline of the DeepSDF paper, this repository might be useful to you.

You can find the DeepSDF implementation of the authors of DeepSDF here. I also wrote my own implementation of DeepSDF, which you can find here. My autodecoder implementation is here.

Rouen007 commented 4 years ago

This repository only contains code to calculate SDFs for a given mesh. An example application for this is the data preparation for DeepSDF. This repository contains a method that implements the strategy of sampling points more densly near the surface that was suggested in the DeepSDF paper. If you would like to recreate the data preparation pipeline of the DeepSDF paper, this repository might be useful to you.

You can find the DeepSDF implementation of the authors of DeepSDF here. I also wrote my own implementation of DeepSDF, which you can find here. My autodecoder implementation is here.

Thank you very much.