neural-fields 开源项目推荐（74 个）

cvg /nice-slam

[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM

threedle /text2mesh

3D mesh stylization driven by a text input in PyTorch

autonomousvision /convolutional_occupancy_networks

[ECCV'20] Convolutional Occupancy Networks

autonomousvision /shape_as_points

[NeurIPS'21]点形：可微泊松求解器

liuyuan-pal /NeRO

[SIGGRAPH2023] NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images

HengyiWang /Co-SLAM

[CVPR'23] Co-SLAM: Joint Coordinate and Sparse Parametric Encodings for Neural Real-Time SLAM

facebookresearch /iSDF

Real-time Neural Signed Distance Fields for Robot Perception

kxhit /vMAP

[CVPR 2023] vMAP: Vectorised Object Mapping for Neural Field SLAM

SimonGiebenhain /NPHM

[CVPR'23] Learning Neural Parametric Head Models

tobias-kirschstein /nersemble

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

zubair-irshad /NeO-360

Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes

garvita-tiwari /PoseNDF

Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields

cvg /nicer-slam

[3DV'24 Best Paper Honorable Mention] NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM

stevenygd /NFGP

Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.

cvg /EMAP

[CVPR'24] 3D 神经边缘重建

cvg /nerf-on-the-go

[CVPR'24] NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild

zubair-irshad /shapo

Pytorch code for ECCV'22 paper. ShAPO: Implicit Representations for Multi-Object Shape, Appearance and Pose Optimization

notmahi /clip-fields

Teaching robots to respond to open-vocab queries with CLIP and NeRF-like neural fields

SimonGiebenhain /MonoNPHM

[CVPR 2024 Highlight] MonoNPHM: Dynamic Head Reconstruction from Monoculuar Videos

aluo-x /Learning_Neural_Acoustic_Fields

Official code for "Learning Neural Acoustic Fields" (NeurIPS 2022)