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GeezerVison is showing github.com — GitHub - colinrizzman/Neural-Positional-Color-Encoding: Trains a neural network to output the RGB color for a given XYZ coordinate on a vertex colored 3D mesh.

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Trains a neural network to output the RGB color for a given XYZ coordinate on a 3D mesh.

This could be considered a form of lossy compression.

pip install tensorflow numpy pandas trimesh "pyglet<2"
python3 fit.py

Comparison of ground truth vs neural reconstruction

The reconstruction has granular detail loss in the eyeris.

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Trains a neural network to output the RGB color for a given XYZ coordinate on a vertex colored 3D mesh.

Topics

color-encodingneural-reconstructionplyposition-encodingreconstructionvertex-colorvertex-coloringvertexcolor

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