RaduAlexandru/permutohedral_encoding

Blazingly fast encoding for neural networks based on permutohedral lattices

CudaPythonC++Makefile
This is stars and forks stats for /RaduAlexandru/permutohedral_encoding repository. As of 09 May, 2024 this repository has 78 stars and 8 forks.

Permutohedral Encoding This contains the official implementation of the permutohedral encoding which was originally proposed in PermutoSDF: Fast Multi-View Reconstruction with Implicit Surfaces using Permutohedral Lattices Permutohedral encoding is used to obtain high-dimensional features from low-dimensional space. The features can then be used by a small MLP for decoding density, SDF, RGB or whatever quantity is needed. The encoding works by interpolating features from a multi-resolution permutohedral...
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