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 1457
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 937
convolutional_occupancy_networks
autonomousvision / convolutional_occupancy_networks
[ECCV'20] Convolutional Occupancy Networks
3d-deep-learning 3d-reconstruction eccv-2020 implicit-representions neural-fields point-clouds scene-representations surface-reconstruction
Language:Python 842
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 589
liuyuan-pal / NeRO
[SIGGRAPH2023] NeRO: Neural Geometry and BRDF Reconstruction of Reflective Objects from Multiview Images
3d-reconstruction multiview-stereo neural-fields
Language:Python 554
facebookresearch / iSDF
Real-time Neural Signed Distance Fields for Robot Perception
implicit-neural-representation mapping nerf neural-fields real-time robot-perception signed-distance-field
Language:Python 426
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 421
kxhit / vMAP
[CVPR 2023] vMAP: Vectorised Object Mapping for Neural Field SLAM
3d-reconstruction dense-mapping nerf neural-fields neural-implicit-representations object-mapping rgbd-slam slam vectorized cvpr2023 real-time
Language:Python 344
SimonGiebenhain / NPHM
[CVPR'23] Learning Neural Parametric Head Models
3d-deep-learning 3d-face-reconstruction 3d-reconstruction cvpr-2023 implicit-representations morphable-model neural-fields parametric
Language:Python 249
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 231
garvita-tiwari / PoseNDF
Implementation of Pose-NDF: Modeling Human Pose Manifolds with Neural Distance Fields
neural-fields neuralimplicit pose pose-estimation
Language:Python 211
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 207
stevenygd / NFGP
Pytorch implementation of NeurIPS 2021 paper: Geometry Processing with Neural Fields.
geometry-processing machine-learning neural-fields neural-network
Language:Jupyter Notebook 197
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 185
cvg / nerf-on-the-go
[CVPR'24] NeRF On-the-go: Exploiting Uncertainty for Distractor-free NeRFs in the Wild
dinov2 dynamic-scenes in-the-wild nerf neural-fields neural-implicit-representations neural-radiance-fields uncertainty
Language:Python 167
cvg / EMAP
[CVPR'24] 3D Neural Edge Reconstruction
3d-reconstruction curves edges lines nerf neural-fields neural-implicit-representations
Language:Python 166
cvg / nicer-slam
[3DV'24 Best Paper Honorable Mention] NICER-SLAM: Neural Implicit Scene Encoding for RGB SLAM
3d-reconstruction camera-tracking deep-learning monocular-slam neural-fields neural-implicit-representations novel-view-synthesis slam
Language:Python 165
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 158
HengyiWang / MorpheuS
[CVPR'24] MorpheuS: Neural Dynamic 360° Surface Reconstruction from Monocular RGB-D Video
3d-reconstruction aigc diffusion-prior neural-fields
Language:Python 157
KTH-RPL / neural_graph_mapping
Neural Graph Mapping for Dense SLAM with Efficient Loop Closure
nerf neural-fields neural-slam slam
Language:Python 133
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 132
SimonGiebenhain / MonoNPHM
[CVPR 2024 Highlight]
3d-reconstruction deep-learning face-model face-tracking morphable-model neural-fields sdf
Language:Python 131
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 101
kwea123 / Coordinate-MLPs
Experiments of coordinate MLPs
neural-fields pytorch-lightning coordinate-mlp gaussian-activation image-reconstruction
Language:Python 96
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 neural-fields neural-slam slam nerf-slam
Language:Python 88
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 88
basilevh / occlusions-4d
Revealing Occlusions with 4D Neural Fields (CVPR 2022 Oral) - Official Implementation
3d 4d computer-vision cvpr2022 deep-learning implicit-representions machine-learning neural-fields object-permanence occlusions point-cloud scene-completion segmentation spatiotemporal tracking video
Language:Python 75
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 75
danielegrattarola / GINR
Code for "Generalised Implicit Neural Representations" (NeurIPS 2022).
deep-learning implicit-neural-representation machine-learning neural-fields neurips-2022 pytorch
Language:HTML 68
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 68
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 60
stevenygd / PNF
Polynomial Neural Fields for Subband Decomposition and Manipulation
neural-fields signal-processing
Language:Python 56
yinboc / infd
Image Neural Field Diffusion Models, CVPR 2024 (Highlight)
diffusion-models machine-learning neural-fields pytorch
Language:Python 52
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:Python 48
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 46
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 40