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Top 164 3d-reconstruction open source projects

Genre Shapehd
Code and Data Release for GenRe (NeurIPS 2018) and ShapeHD (ECCV 2018)
Code for PCN: Point Completion Network in 3DV'18 (Oral)
Code for Learnt Stereo Machines based on the NIPS 2017 paper
[ECCV'20] Structured3D: A Large Photo-realistic Dataset for Structured 3D Modeling
Implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images" (Xie et al., ICCV 2019)
[CVPR'18] ScanComplete: Large-Scale Scene Completion and Semantic Segmentation for 3D Scans
3D reconstruction, sfm with Python3
Pytorch implementation of HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation.
Tf flame
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.
Msn Point Cloud Completion
Morphing and Sampling Network for Dense Point Cloud Completion (AAAI2020)
Pixel2Mesh++: Multi-View 3D Mesh Generation via Deformation. In ICCV2019.
Code for our CVPR 2020 (ORAL) paper - TailorNet: Predicting Clothing in 3D as a Function of Human Pose, Shape and Garment Style.
Open source Structure-from-Motion pipeline
Code release for "Factoring Shape, Pose, and Layout from the 2D Image of a 3D Scene"
A differentiable 3D renderer with Pytorch, Tensorflow and Matlab interfaces
Implementation of ICCV19 Paper "Learning Two-View Correspondences and Geometry Using Order-Aware Network"
FLaME: Fast Lightweight Mesh Estimation
Prnet pytorch
Training & Inference Code of PRNet in PyTorch 1.1.0
SurfelWarp: Efficient Non-Volumetric Dynamic Reconstruction
Code release for "Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency" (CVPR 2017)
Ad Census
AD-Census立体匹配算法,中国学者Xing Mei等人研究成果(Respect!),算法效率高、效果出色,适合硬件加速,Intel RealSense D400 Stereo模块算法。完整实现,代码规范,注释清晰,欢迎star!
[CVPR 2017] Generation and reconstruction of 3D shapes via modeling multi-view depth maps or silhouettes
Obman train
[cvpr19] Demo, training and evaluation code for generating dense hand+object reconstructions from single rgb images
Photomodeling plugin for Maya
Set of images for doing 3d reconstruction
[CVPR'17] Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis
3d Recgan
🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)
Stereo dense reconstruction
Dense 3D reconstruction from stereo (using LIBELAS)
Code release for "Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction"
real-time 3D reconstruction of non-rigidly deforming scenes using depth data
[CVPR'20] SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans
Unsupervised Depth Completion Visual Inertial Odometry
Tensorflow implementation of Unsupervised Depth Completion from Visual Inertial Odometry (in RA-L January 2020 & ICRA 2020)
Pcl Learning
🔥PCL(Point Cloud Library)点云库学习记录
Awsome deep geometry learning
A list of resources about deep learning solutions on 3D shape processing
[ECCV'18 Oral] PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction
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 categories: bikes, books, bottles, cameras, cereal boxes, chairs, cups, laptops, and shoes
3D human face estimation and rendering from a single image
Implicit Geometric Regularization for Learning Shapes
Bundler sfm
Bundler Structure from Motion Toolkit
Dj Rn
As a part of HAKE project (HAKE-3D). Code for our CVPR2020 paper "Detailed 2D-3D Joint Representation for Human-Object Interaction".
Python Wrapper for MeshFix: easily repair holes in PyVista surface meshes
3d Reconstruction With Neural Networks
3D reconstruction with neural networks using Tensorflow. See link for Video (
Awesome Cryoem
A collaborative list of awesome CryoEM (Cryo Electron Microscopy) resources.
3D modeling from uncalibrated images
Vgg Multiple View Geometry
A set of MATLAB utilities for multiple view geometry, provided alongside Hartley & Zisserman's "Multiple View Geometry in Computer Vision, Second Edition" (2004). Obtained from
Floor Sp
Floor-SP: Inverse CAD for Floorplans by Sequential Room-wise Shortest Path, ICCV 2019
This repository contains the code for the paper "PIFu: Pixel-Aligned Implicit Function for High-Resolution Clothed Human Digitization"
Matchable Image Retrieval by Learning from Surface Reconstruction
[Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration
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