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3d-reconstruction x

257 search results found

Nerfstudio ⭐ 7,811

A collaboration friendly studio for NeRFs

Opensfm ⭐ 3,122

Open source Structure-from-Motion pipeline

Blenderproc ⭐ 2,402

A procedural Blender pipeline for photorealistic training image generation

Objectron ⭐ 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

This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"

Sdfstudio ⭐ 1,633

A Unified Framework for Surface Reconstruction

[CVPR'22] ICON: Implicit Clothed humans Obtained from Normals

Neuralrecon ⭐ 1,407

Code for "NeuralRecon: Real-Time Coherent 3D Reconstruction from Monocular Video", CVPR 2021 oral

Gradslam ⭐ 1,162

gradslam is an open source differentiable dense SLAM library for PyTorch

Tensorf ⭐ 1,006

[ECCV 2022] Tensorial Radiance Fields, a novel approach to model and reconstruct radiance fields

[CVPR'23, Highlight] ECON: Explicit Clothed humans Optimized via Normal integration

Photogrammetry Guide ⭐ 923

Photogrammetry Guide. Photogrammetry is widely used for Aerial surveying, Agriculture, Architecture, 3D Games, Robotics, Archaeology, Construction, Emergency management, and Medical.

3d Shape Analysis Paper List ⭐ 903

A list of recent papers, libraries and datasets about 3D shape/scene analysis (by topics, updating).

Tsdf Fusion Python ⭐ 892

Python code to fuse multiple RGB-D images into a TSDF voxel volume.

Hashnerf Pytorch ⭐ 873

Pure PyTorch Implementation of NVIDIA paper on Instant Training of Neural Graphics primitives: https://nvlabs.github.io/instant-ngp/

4d Humans ⭐ 861

4DHumans: Reconstructing and Tracking Humans with Transformers

Iccv 2023 Papers ⭐ 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!

Pointnerf ⭐ 793

Point-NeRF: Point-based Neural Radiance Fields

Softras ⭐ 785

Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"

Nice Slam ⭐ 772

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

Convolutional_occupancy_networks ⭐ 723

[ECCV'20] Convolutional Occupancy Networks

Syncdreamer ⭐ 661

[Arxiv23] SyncDreamer: Generating Multiview-consistent Images from a Single-view Image

Taichi Nerfs ⭐ 638

Implementations of NeRF variants based on Taichi + PyTorch

Cv Arxiv Daily ⭐ 631

🎓Automatically Update CV Papers Daily using Github Actions (Update Every 12th hours)

Demonstration of different algorithms and operations on faces. Star the repo⭐

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 ⭐ 552

Code for GAN2Shape (ICLR2021 oral)

Differentiable_volumetric_rendering ⭐ 523

This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

[CVPR 2023 Highlight] Neural Kernel Surface Reconstruction

Flame Fitting ⭐ 508

Example code for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 3D keypoints and 3D scans.

Structured3d ⭐ 474

[ECCV'20] Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling

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

Mvsnerf ⭐ 458

[ICCV 2021] Our work presents a novel neural rendering approach that can efficiently reconstruct geometric and neural radiance fields for view synthesis.

Metric3d ⭐ 451

The repo for "Metric3D: Towards Zero-shot Metric 3D Prediction from A Single Image"

Monoport ⭐ 444

Volumetric Human Teleportation (SIGGRAPH 2020 Real-Time Live) Monocular Real-Time Volumetric Performance Capture(ECCV 2020)

Flame_pytorch ⭐ 444

This is a implementation of the 3D FLAME model in PyTorch

Surroundocc ⭐ 441

[ICCV 2023] SurroundOcc: Multi-camera 3D Occupancy Prediction for Autonomous Driving

Mip Splatting ⭐ 440

Mip-Splatting: Alias-free 3D Gaussian Splatting

Pyransac 3d ⭐ 436

A python tool for fitting primitives 3D shapes in point clouds using RANSAC algorithm

Pix2vox ⭐ 428

The official implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images". (Xie et al., ICCV 2019)

Manhattan_sdf ⭐ 416

Code for "Neural 3D Scene Reconstruction with the Manhattan-world Assumption" CVPR 2022 Oral

Monosdf ⭐ 415

[NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction

Taichi_3d_gaussian_splatting ⭐ 411

An unofficial implementation of paper 3D Gaussian Splatting for Real-Time Radiance Field Rendering by taichi lang.

Ssdnerf ⭐ 371

[ICCV 2023] Single-Stage Diffusion NeRF

Tf_flame ⭐ 339

Tensorflow framework for the FLAME 3D head model. The code demonstrates how to sample 3D heads from the model, fit the model to 2D or 3D keypoints, and how to generate textured head meshes from Images.

A differentiable 3D renderer with Pytorch, Tensorflow and Matlab interfaces

Lightgaussian ⭐ 335

"LightGaussian: Unbounded 3D Gaussian Compression with 15x Reduction and 200+ FPS", Zhiwen Fan, Kevin Wang, Kairun Wen, Zehao Zhu, Dejia Xu, Zhangyang Wang

Densebody_pytorch ⭐ 329

PyTorch implementation of CloudWalk's recent work DenseBody

Patchmatchnet ⭐ 322

Official code of PatchmatchNet (CVPR 2021 Oral)

[CVPR 2022 Oral] Official PyTorch Implementation of "GLAMR: Global Occlusion-Aware Human Mesh Recovery with Dynamic Cameras”.

Instant Angelo ⭐ 302

Instant-angelo: Build high-fidelity Digital Twin within 20 Minutes!

Shape_as_points ⭐ 296

[NeurIPS'21] Shape As Points: A Differentiable Poisson Solver

Object_nerf ⭐ 295

Code for "Learning Object-Compositional Neural Radiance Field for Editable Scene Rendering", ICCV 2021

Plan2scene ⭐ 293

Official implementation of the paper Plan2Scene.

Dad 3dheads ⭐ 286

Official repo for DAD-3DHeads: A Large-scale Dense, Accurate and Diverse Dataset for 3D Head Alignment from a Single Image (CVPR 2022).

Scenerf ⭐ 284

[ICCV 2023] Official implementation of "SceneRF: Self-Supervised Monocular 3D Scene Reconstruction with Radiance Fields"

Aistplusplus_api ⭐ 277

API to support AIST++ Dataset: https://google.github.io/aistplusplus_dataset

Msn Point Cloud Completion ⭐ 276

Morphing and Sampling Network for Dense Point Cloud Completion (AAAI2020)

Tailornet ⭐ 275

Code for our CVPR 2020 (ORAL) paper - TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style.

3dreconstruction ⭐ 268

3D reconstruction, sfm with Python3

Neural Rgbd Surface Reconstruction ⭐ 255

Official implementation of the CVPR 2022 Paper "Neural RGB-D Surface Reconstruction"

Humanrf ⭐ 254

Official code for "HumanRF: High-Fidelity Neural Radiance Fields for Humans in Motion"

Permuto_sdf ⭐ 243

Code for our CVPR'23 paper - "PermutoSDF: Fast Multi-View Reconstruction with Implicit Surfaces using Permutohedral Lattices"

Blenderneuralangelo ⭐ 242

Blender addon to inspect and preprocess COLMAP data for Neuralangelo (CVPR 2023)

Nerfingmvs ⭐ 233

[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"

RoMa: Robust Dense Feature Matching; RoMa is the robust dense feature matcher capable of estimating pixel-dense warps and reliable certainties for almost any image pair.

Tetra Nerf ⭐ 227

Official implementation for Tetra-NeRF paper - NeRF represented as triangulation of input point cloud.

REC-MV: REconstructing 3D Dynamic Cloth from Monocular Videos (CVPR2023)

Genre Shapehd ⭐ 220

Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)

Co Slam ⭐ 217

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

Code for Learnt Stereo Machines based on the NIPS 2017 paper

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

Scancomplete ⭐ 199

[CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans

Pixel2meshplusplus ⭐ 198

Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation. In ICCV2019.

Pymeshfix ⭐ 193

Python Wrapper for MeshFix: easily repair holes in surface meshes

2dimageto3dmodel ⭐ 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.

Implementation of CVPR'21: RfD-Net: Point Scene Understanding by Semantic Instance Reconstruction

Prnet_pytorch ⭐ 185

Training & Inference Code of PRNet in PyTorch 1.1.0

Neurecon ⭐ 183

Multi-view 3D reconstruction using neural rendering. Unofficial implementation of UNISURF, VolSDF, NeuS and more.

This is a repository for downloading, processing, visualizing, and training models on the ARCTIC dataset.

Findpeaks ⭐ 174

The detection of peaks and valleys in a 1d-vector or 2d-array (image)

Animal_papers ⭐ 173

Awesome papers for markerless animal motion capture and 3D reconstruction.

Is Mvsnet ⭐ 169

[ECCV 2022] IS-MVSNet: Importance-sampling-based MVSNet

Behindthescenes ⭐ 168

Official implementation of the paper: Behind the Scenes: Density Fields for Single View Reconstruction (CVPR 2023)

Unsupervised Depth Completion Visual Inertial Odometry ⭐ 168

Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)

Factored3d ⭐ 162

Code release for "Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene"

Differentiable Blocksworld ⭐ 161

[NeurIPS 2023] Code for "Differentiable Blocks World: Qualitative 3D Decomposition by Rendering Primitives"

Implicit Geometric Regularization for Learning Shapes

Onsurfaceprior ⭐ 154

Implementation of CVPR'2022:Reconstructing Surfaces for Sparse Point Clouds with On-Surface Priors

Sfm Disambiguation Colmap ⭐ 145

Making Structure-from-Motion (COLMAP) more robust to symmetries and duplicated structures

Straps 3dhumanshapepose ⭐ 145

Code repository for the paper: Synthetic Training for Accurate 3D Human Pose and Shape Estimation in the Wild (BMVC 2020)

Stpls3d ⭐ 144

🔥 Synthetic and real-world 2d/3d dataset for semantic and instance segmentation (BMVC 2022 Oral)

Neuralpull ⭐ 139

Implementation of ICML'2021:Neural-Pull: Learning Signed Distance Functions from Point Clouds by Learning to Pull Space onto Surfaces

Danesfield ⭐ 136

Kitware's system for 3D building reconstruction for the IARPA CORE3D program

Spateo Release ⭐ 135

Spatiotemporal modeling of spatial transcriptomics

Official Code and Dataset for "High-fidelity 3D Human Digitization from Single 2K Resolution Images" (CVPR 2023 Highlight)

Avatarcap ⭐ 126

Code of "AvatarCap: Animatable Avatar Conditioned Monocular Human Volumetric Capture" [ECCV 2022]

Predictablecontextprior ⭐ 125

Implementation of CVPR'2022:Surface Reconstruction from Point Clouds by Learning Predictive Context Priors

Behave Dataset ⭐ 124

Code to access BEHAVE dataset, CVPR'22

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