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NVlabs/neuralangelo

A neural network-based 3D surface reconstruction method from multi-view images using hash-based volumetric integration.

4.6k stars Python Computer Vision
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Neuralangelo reconstructs high-fidelity 3D surfaces from RGB images using neural implicit representations with multi-resolution hash encoding. The method builds on the Imaginaire deep learning library and uses COLMAP for camera pose estimation and multi-view stereo preprocessing. It supports generation of meshes from captured images through differentiable volumetric rendering.

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