3d-deep-learning topic

List 3d-deep-learning repositories

kaolin-wisp

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NVIDIA Kaolin Wisp is a PyTorch library powered by NVIDIA Kaolin Core to work with neural fields (including NeRFs, NGLOD, instant-ngp and VQAD).

mvtorch

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a Pytorch library for multi-view 3D understanding and generation

NPHM

231
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[CVPR'23] Learning Neural Parametric Head Models

nersemble

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[Siggraph '23] NeRSemble: Neural Radiance Field Reconstruction of Human Heads

vointcloud

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Voint Cloud: Multi-View Point Cloud Representation for 3D Understanding (ICLR 2023)

3d-ml

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A versatile framework for 3D machine learning built on Pytorch Lightning and Hydra [looking for contributors!]

NeRF-MAE

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[ECCV 2024] Pytorch code for our ECCV'24 paper NeRF-MAE: Masked AutoEncoders for Self-Supervised 3D Representation Learning for Neural Radiance Fields