neural-fields

There are 3 repositories under neural-fields topic.

nice-slam
cvg / nice-slam
[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM
slam neural-fields neural-implicit-representations scalable implicit-functions localization deep-learning 3d-reconstruction
Language:Python 1351
threedle / text2mesh
3D mesh stylization driven by a text input in PyTorch
3d computer-graphics differentiable-rendering geometry-processing mesh-generation meshes neural-fields neural-style pytorch
Language:Jupyter Notebook 905
convolutional_occupancy_networks
autonomousvision / convolutional_occupancy_networks
[ECCV'20] Convolutional Occupancy Networks
implicit-representions 3d-reconstruction eccv-2020 3d-deep-learning neural-fields surface-reconstruction point-clouds scene-representations
Language:Python 799
shape_as_points
autonomousvision / shape_as_points
[NeurIPS'21] Shape As Points: A Differentiable Poisson Solver
3d-reconstruction hybrid-representation implicit-representation neural-fields points poisson-solver spectral-methods surface-reconstruction
Language:Python 523
liuyuan-pal / NeRO
[SIGGRAPH2023] NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images
3d-reconstruction multiview-stereo neural-fields
Language:Python 498
facebookresearch / iSDF
Real-time Neural Signed Distance Fields for Robot Perception
signed-distance-field robot-perception mapping implicit-neural-representation real-time nerf neural-fields
Language:Python 411
HengyiWang / Co-SLAM
[CVPR'23] Co-SLAM: Joint Coordinate and Sparse Parametric Encodings for Neural Real-Time SLAM
3d-reconstruction neural-fields slam
Language:Python 362
kxhit / vMAP
[CVPR 2023] vMAP: Vectorised Object Mapping for Neural Field SLAM
3d-reconstruction cvpr2023 dense-mapping nerf neural-fields neural-implicit-representations object-mapping real-time rgbd-slam slam vectorized
Language:Python 324
zubair-irshad / NeO-360
Pytorch code for ICCV'23 paper. NEO 360: Neural Fields for Sparse View Synthesis of Outdoor Scenes
3d 3d-vision artificial-intelligence autonomous-driving autonomous-vehicles computer-vision convolutional-neural-networks deep-learning differentiable-rendering implicit-neural-representation nerf neural-fields neural-networks neural-radiance-fields neural-rendering novel-view-synthesis reconstruction residual-networks
Language:Python 219
garvita-tiwari / PoseNDF
Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
neural-fields neuralimplicit pose pose-estimation
Language:Python 204
stevenygd / NFGP
Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.
geometry-processing machine-learning neural-fields neural-network
Language:Jupyter Notebook 183
SimonGiebenhain / NPHM
[CVPR'23] Learning Neural Parametric Head Models
3d-reconstruction neural-fields 3d-deep-learning 3d-face-reconstruction cvpr-2023 implicit-representations morphable-model parametric
Language:Python 170
zubair-irshad / shapo
Pytorch code for ECCV'22 paper. ShAPO: Implicit Representations for Multi-Object Shape, Appearance and Pose Optimization
3d-computer-vision 3d-detection 6dof-pose computer-vision deep-learning implicit-neural-representation implicit-representions neural-fields pose-estimation pytorch robotics shape-reconstruction signed-distance-functions texture-synthesis 3d-vision optimization scene-understanding
Language:Python 169
tobias-kirschstein / nersemble
[Siggraph '23] NeRSemble: Neural Radiance Field Reconstruction of Human Heads
3d-deep-learning 3d-face-reconstruction avatars digital-humans dynamic-nerf nerf neural-fields novel-view-synthesis siggraph2023
Language:Python 154
notmahi / clip-fields
Teaching robots to respond to open-vocab queries with CLIP and NeRF-like neural fields
clip neural-fields semantic-navigation sentence-bert semantic-fields
Language:Python 137
aluo-x / Learning_Neural_Acoustic_Fields
Official code for "Learning Neural Acoustic Fields" (NeurIPS 2022)
acoustics neural-fields neural-field spatial-audio pytorch implicit-functions impulse-response acoustic-model acoustic-models reverberation 3d-audio spatial-audio-reproduction
Language:Python 112
postech-ami / CLIP-Actor
[ECCV'22] Official PyTorch Implementation of "CLIP-Actor: Text-Driven Recommendation and Stylization for Animating Human Meshes"
3d computer-graphics computer-vision differentiable-rendering geometry-processing human-motion mesh-generation meshes neural-fields neural-style pytorch text-driven-editing eccv2022
Language:Python 104
threedle / 3DHighlighter
Localizing Regions on 3D Shapes via Text Descriptions
3d computer-graphics deep-learning differentiable-rendering geometry-processing meshes neural-fields pytorch
Language:Python 91
kwea123 / Coordinate-MLPs
Experiments of coordinate MLPs
neural-fields pytorch-lightning coordinate-mlp gaussian-activation image-reconstruction
Language:Python 87
ShivamDuggal4 / TARS3D
Topologically-Aware Deformation Fields for Single-View 3D Reconstruction (CVPR 2022)
3d-reconstruction correspondences cvpr2022 deformations implicit-representions neural-fields single-view-reconstruction topology
Language:Python 81
HengyiWang / MorpheuS
[CVPR'24] MorpheuS: Neural Dynamic 360° Surface Reconstruction from Monocular RGB-D Video
3d-reconstruction aigc diffusion-prior neural-fields
Language:Python 79
JingwenWang95 / neural_slam_eval
Neural SLAM Evaluation Benchmark. [CVPR'23] Co-SLAM: Joint Coordinate and Sparse Parametric Encodings for Neural Real-Time SLAM
3d-reconstruction nerf-slam neural-fields neural-slam slam
Language:Python 79
basilevh / occlusions-4d
Revealing Occlusions with 4D Neural Fields (CVPR 2022 Oral) - Official Implementation
4d computer-vision cvpr2022 machine-learning neural-fields occlusions point-cloud segmentation spatiotemporal tracking video object-permanence deep-learning implicit-representions scene-completion 3d
Language:Python 75
tangjiapeng / NSDP
The official implementation for NeurIPS 2022 Spotlight Neural Shape Deformation Priors
geometry-processing neural-fields neurips-2022 non-rigid-deformation non-rigid-shapes shape-deformation shape-manipulation vision-transformer
Language:Python 67
danielegrattarola / GINR
Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).
deep-learning implicit-neural-representation machine-learning neural-fields neurips-2022 pytorch
Language:HTML 63
kwea123 / MINER_pl
Unofficial implementation (replicates paper results!) of MINER: Multiscale Implicit Neural Representations in pytorch-lightning
pytorch-lightning coordinate-mlp gaussian-activation image-reconstruction neural-fields miner
Language:Jupyter Notebook 59
stevenygd / PNF
Polynomial Neural Fields for Subband Decomposition and Manipulation
neural-fields signal-processing
Language:Python 55
threedle / 3d-paintbrush
Local text-driven editing of 3D shapes with Cascaded Score Distillation
computer-graphics computer-vision deep-learning differentiable-rendering diffusion-models generative-ai machine-learning meshes neural-fields python pytorch research score-distillation texturing
Language:Jupyter Notebook 47
wangkua1 / nemo-cvpr2023
[CVPR 2023 Highlight] Official implementation of "NeMo: 3D Neural Motion Fields from Multiple Video Instances of the Same Action"
3d-human-mesh 3d-human-motion 3d-human-pose 3d-human-shape-and-pose-estimation neural-fields
Language:Python 43
princeton-computational-imaging / SoaP
Official code repository for the paper: "Shakes on a Plane: Unsupervised Depth Estimation from Unstabilized Photography"
depth depth-estimation iphone neural-fields neural-rendering pytorch rgbd
Language:Jupyter Notebook 40
ispc-lab / NeuralPCI
✨ [CVPR 2023] NeuralPCI: Spatio-temporal Neural Field for 3D Point Cloud Multi-frame Non-linear Interpolation
cvpr interpolation multi-frame nonlinear point-cloud spatio-temporal 3d computer-vision deep-learning neural-fields pytorch autonomous-driving human-motion
Language:Python 31
yzyouzhang / hrtf_field
Official implementation of the ICASSP 2023 paper "HRTF Field: Unifying Measured HRTF Magnitude Representation with Neural Fields"
head-related-transfer-function hrtf neural-fields spatial-audio
Language:Python 20
justachetan / hnf-derivatives
Code for "Accurate Differential Operators for Hybrid Neural Fields"
hybrid instant-ngp neural-fields polynomial-fitting
Language:Jupyter Notebook 19
MachinePerceptionLab / Attentive_DFPrior
[NeurIPS'23] Learning Neural Implicit through Volume Rendering with Attentive Depth Fusion Priors
3d-reconstruction deep-learning depth-fusion implicit-neural-representation neural-fields neural-implicit-representations slam surface-reconstruction
Language:Python 18
3D-DeepLearning-RG / 3D-DeepLearning-RG.github.io
Github Page for the 3D Deep Learning Reading Group
3d ai computer-vision deep-learning neural-fields robotics
Language:HTML 13
krafton-ai / neural-radiosity-tutorial-mitsuba3
Implementation Tutorial for Neural Radiosity [Hadadan et al. 2021] in Mitsuba 3
mitsuba nerf neural-fields neural-rendering physically-based-rendering
Language:Jupyter Notebook 13