nmwsharp / diffusion-net

Pytorch implementation of DiffusionNet for fast and robust learning on 3D surfaces like meshes or point clouds.
https://arxiv.org/abs/2012.00888
MIT License
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Any interest integrating with ludwig? #22

Open fire opened 2 years ago

fire commented 2 years ago

Is there any interest in providing diffisuion-net as a module to ludwig?

I'm new to machine learning but not to software development.

Will try to think up some use cases, but a use case was given the silhouette of a character (blendshape) create a skeleton for it.

The part this proposal can do is classify polygon faces as certain parts of the body through diffusion net.

References

https://github.com/ludwig-ai/ludwig

https://github.com/ludwig-ai/ludwig-docs/blob/ludwig05/docs/developer_guide/add_a_feature_type.md

https://github.com/ludwig-ai/ludwig-docs/blob/ludwig05/docs/developer_guide/add_an_encoder.md

See also https://github.com/PeizhuoLi/neural-blend-shapes/tree/main/meshcnn.