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Search results for deep learning 3d reconstruction
3d-reconstruction
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deep-learning
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107 search results found
Nerfstudio
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7,811
A collaboration friendly studio for NeRFs
Awesome Point Cloud Analysis
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3,695
A list of papers and datasets about point cloud analysis (processing)
Objectron
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1,958
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following cat
Scannet
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1,686
Gradslam
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1,162
gradslam is an open source differentiable dense SLAM library for PyTorch
Iccv 2023 Papers
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806
ICCV 2023 Papers: Discover cutting-edge research from ICCV 2023, the leading computer vision conference. Stay updated on the latest in computer vision and deep learning, with code included. ⭐ support visual intelligence development!
Nice Slam
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772
[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM
3d Reconstruction With Deep Learning Methods
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653
List of projects for 3d reconstruction
Cv Arxiv Daily
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631
🎓Automatically Update CV Papers Daily using Github Actions (Update Every 12th hours)
Emoca
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554
Official repository accompanying a CVPR 2022 paper EMOCA: Emotion Driven Monocular Face Capture And Animation. EMOCA takes a single image of a face as input and produces a 3D reconstruction. EMOCA sets the new standard on reconstructing highly emotional images in-the-wild
Gan2shape
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552
Code for GAN2Shape (ICLR2021 oral)
Structured3d
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474
[ECCV'20] Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling
Monoport
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444
Volumetric Human Teleportation (SIGGRAPH 2020 Real-Time Live) Monocular Real-Time Volumetric Performance Capture(ECCV 2020)
Pix2vox
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428
The official implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images". (Xie et al., ICCV 2019)
Awesome Holistic 3d
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422
A list of papers and resources (data,code,etc) for holistic 3D reconstruction in computer vision
Pcn
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402
Code for PCN: Point Completion Network in 3DV'18 (Oral)
Layoutnet
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329
Torch implementation of our CVPR 18 paper: "LayoutNet: Reconstructing the 3D Room Layout from a Single RGB Image"
Patchmatchnet
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322
Official code of PatchmatchNet (CVPR 2021 Oral)
Scenerf
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284
[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"
Mvimgnet
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283
CVPR2023 | MVImgNet: A Large-scale Dataset of Multi-view Images
Neural Rgbd Surface Reconstruction
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255
Official implementation of the CVPR 2022 Paper "Neural RGB-D Surface Reconstruction"
Centersnap
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243
Pytorch code for ICRA'22 paper: "Single-Shot Multi-Object 3D Shape Reconstruction and Categorical 6D Pose and Size Estimation"
Nerfingmvs
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233
[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo
Rec Mv
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227
REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos (CVPR2023)
Genre Shapehd
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220
Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)
Lsm
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213
Code for Learnt Stereo Machines based on the NIPS 2017 paper
Scancomplete
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199
[CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans
2dimageto3dmodel
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190
We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.
Awsome_deep_geometry_learning
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181
A list of resources about deep learning solutions on 3D shape processing
Dm Nerf
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177
🔥DM-NeRF in PyTorch (ICLR 2023)
Animal_papers
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173
Awesome papers for markerless animal motion capture and 3D reconstruction.
Is Mvsnet
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169
[ECCV 2022] IS-MVSNet: Importance-sampling-based MVSNet
Unsupervised Depth Completion Visual Inertial Odometry
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168
Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)
Factored3d
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162
Code release for "Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene"
Igr
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159
Implicit Geometric Regularization for Learning Shapes
Onsurfaceprior
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154
Implementation of CVPR'2022:Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors
Straps 3dhumanshapepose
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145
Code repository for the paper: Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild (BMVC 2020)
Drc
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140
Code release for "Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency" (CVPR 2017)
Neuralpull
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139
Implementation of ICML'2021:Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces
Danesfield
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136
Kitware's system for 3D building reconstruction for the IARPA CORE3D program
Sgnn
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127
[CVPR'20] SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans
Awesome Learn 3d From 2d
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126
A collection of resources on learning 3D object from 2D images.
Doppelgangers
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125
Doppelgangers: Learning to Disambiguate Images of Similar Structures
Predictablecontextprior
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125
Implementation of CVPR'2022:Surface Reconstruction from Point Clouds by Learning Predictive Context Priors
Synthesize3dviadepthorsil
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121
[CVPR 2017] Generation and reconstruction of 3D shapes via modeling multi-view depth maps or silhouettes
Unicorn
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114
(ECCV 2022) Official code of Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
Panoptic Reconstruction
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113
Official implementation of the NeurIPS 2021 paper "Panoptic 3D Scene Reconstruction from a Single RGB Image"
Dataset
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113
News: the1k dataset is ready for download.
Cnncomplete
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107
[CVPR'17] Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis
Mvcsnp
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107
Code release for "Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction"
Pix2face
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100
3D human face estimation and rendering from a single image
Irondepth
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98
(BMVC 2022) IronDepth: Iterative Refinement of Single-View Depth using Surface Normal and its Uncertainty
Obman_train
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96
[cvpr19] Demo, training and evaluation code for generating dense hand+object reconstructions from single rgb images
Tightcap
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88
The implementation for the TightCap (SIGGRAPH 2022)
Sage Slam
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84
Official repo for the paper "SAGE: SLAM with Appearance and Geometry Prior for Endoscopy" (ICRA 2022)
Garment Pattern Estimation
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82
Reconstructing garment sewing patterns from 3D point clouds
Mine
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79
Code and models for our ICCV 2021 paper "MINE: Towards Continuous Depth MPI with NeRF for Novel View Synthesis"
Itermvs
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76
Official code of IterMVS (CVPR 2022)
Forge
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75
Code for Few-View Object Reconstruction with Unknown Categories and Camera Poses at 3DV 2024 (oral)
Calibrated Backprojection Network
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74
PyTorch Implementation of Unsupervised Depth Completion with Calibrated Backprojection Layers (ORAL, ICCV 2021)
Zeroshape
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73
Code repository for "ZeroShape: Regression-based Zero-shot Shape Reconstruction".
3d Reconstruction With Neural Networks
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73
3D reconstruction with neural networks using Tensorflow. See link for Video (https://www.youtube.com/watch?v=iI6ZMST8Ri0)
Di Fusion
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71
[CVPR'21] [Jittor & Pytorch] DI-Fusion: Online Implicit 3D Reconstruction with Deep Priors
Neural Deferred Shading
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70
Multi-View Mesh Reconstruction with Neural Deferred Shading (CVPR 2022)
Oakink
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69
[CVPR 2022] OakInk: A Large-scale Knowledge Repository for Understanding Hand-Object Interaction
Macarons
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60
(CVPR 2023) Official code of MACARONS: Mapping And Coverage Anticipation with RGB ONline Self-supervision. Also contains an updated and improved implementation of our previous work SCONE (NeurIPS 2022), on which this work is built.
Holicity
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56
HoliCity: A City-Scale Data Platform for Learning Holistic 3D Structures
Surface_normal_uncertainty
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54
(ICCV 2021 - oral) Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation
Plankassembly
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50
[ICCV 2023] PlankAssembly: Robust 3D Reconstruction from Three Orthographic Views with Learnt Shape Programs
Mirror
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49
Matchable Image Retrieval by Learning from Surface Reconstruction
Nmf
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48
Our method takes as input a collection of images (100 in our experiments) with known cameras, and outputs the volumetric density and normals, materials (BRDFs), and far-field illumination (environment map) of the scene.
Ditto
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48
Code for Ditto: Building Digital Twins of Articulated Objects from Interaction
Magnet
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46
(CVPR 2022 - oral) Multi-View Depth Estimation by Fusing Single-View Depth Probability with Multi-View Geometry
3pu_pytorch
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38
pytorch implementation of >>Patch-base progressive 3D Point Set Upsampling<<
Mvs
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38
Multi-View Stereo based on deep learning. | Learning notes, codes and more.
Lemul
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37
Toward Realistic Single-View 3D Object Reconstruction with Unsupervised Learning from Multiple Images (ICCV 2021)
Differentiable Shadow Mapping
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36
Differentiable Shadow Mapping for Efficient Inverse Graphics (CVPR 2023)
Faceformer
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35
[CVPR 2022] Neural Face Identification in a 2D Wireframe Projection of a Manifold Object
Graphx Conv
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34
Official implementation of GraphX-Convolution
Learning Topology Synthetic Data
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33
Tensorflow implementation of Learning Topology from Synthetic Data for Unsupervised Depth Completion (RAL 2021 & ICRA 2021)
Articulated Object Nerf
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32
Experimental repo for modelling Articulated Object Neural Radiance Field
Platonicgan
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32
Escaping Plato’s Cave: 3D Shape from Adversarial Rendering [ICCV 2019]
Silhouette Guided 3d
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30
PyTorch Code of our WACV2020 paper: Silhouette Guided Point Cloud Reconstruction beyond Occlusion
Nesvor
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30
NeSVoR is a package for GPU-accelerated slice-to-volume reconstruction.
If Defense
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28
This is the official pytorch implementation for paper: IF-Defense: 3D Adversarial Point Cloud Defense via Implicit Function based Restoration
Dgnn
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27
[SGP 2021] Scalable Surface Reconstruction with Delaunay-Graph Neural Networks
Stitch3d
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27
Construction of a 3D whole organism spatial atlas by joint modeling of multiple slices
Noise2noisemapping
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27
[ICML'23 Oral] Learning Signed Distance Functions from Noisy 3D Point Clouds via Noise to Noise Mapping
Pose Estimation 3d With Stereo Camera
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26
This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.
Sinerf
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25
SiNeRF: Sinusoidal Neural Radiance Fields for Joint Pose Estimation and Scene Reconstruction
Retrieval Fuse
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25
[ICCV21] Code for "RetrievalFuse: Neural 3D Scene Reconstruction with a Database"
Long Range Grouping Transformer
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25
Implementation of "Long-Range Grouping Transformer for Multi-View 3D Reconstruction" [ICCV 2023]
Neuralpull Pytorch
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22
Implementation of ICML'2021:Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces
Dynamic_plane_convolutional_onet
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22
[WACV 2021] Dynamic Plane Convolutional Occupancy Networks
Scone
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21
(NeurIPS 2022 - Spotlight) Official code of SCONE: Surface Coverage Optimization in Unknown Environments by Volumetric Integration
Dsrv Data
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20
Data, code and pretrained models for Deep Surface Reconstruction from Point Clouds with Visibility Information [ICPR 2022]
Leap
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19
Code for LEAP: Liberate Sparse-view 3D Modeling from Camera Poses
Fsrn Cvpr2020
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14
This codebase implements the system described in the paper: Dynamic Fluid Surface Reconstruction Using Deep Neural Network
3d Transforms
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14
3D Transforms is a library to easily work with 3D data and make 3D transformations. This library originally started as a few functions here and there for my own work which I then turned into a library.
Singleshotcuboids
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12
Code accompanying the paper "Single-Shot Cuboids: Geodesics-based End-to-end Manhattan Aligned Layout Estimation from Spherical Panoramas".
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