In this rep, Deepsdf (with an AutoDecoder) is trained to give an interpolation representation for Minimal surfaces. To see the NN architecture see this file.
The attempt is to have an interpolation between minimal surfaces like Gyroid,Primitive, FisherS.
The trained model finds the results like bellow:
Code (1,0,0), (0,1,0) and (0,0,1) are Gyroid, primitive and Fisher respectively.
There are some limitations in terms of this interpolation.
- The volumes should be continous (see image bellow),
- The volumes should be symetrical in all axes (see image bellow).
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