230 Open source projects that are alternatives of or similar to global_l0

Adaptive Surface Reconstruction for 3D Data Processing

Graduation Project: A point cloud semantic segmentation and VIO based 3D reconstruction method using RGB-D and IMU

Code release for "Multi-view Supervision for Single-view Reconstruction via Differentiable Ray Consistency" (CVPR 2017)

Pytorch implementation of HorizonNet: Learning Room Layout with 1D Representation and Pano Stretch Data Augmentation.

[CVPR'17] Shape Completion using 3D-Encoder-Predictor CNNs and Shape Synthesis

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

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

[cvpr19] Demo, training and evaluation code for generating dense hand+object reconstructions from single rgb images

Tight-binding parameter fitting package (TBFIT) for Slater-Koster method

real-time 3D reconstruction of non-rigidly deforming scenes using depth data

Code for GAN2Shape (ICLR2021 oral)

A list of resources about deep learning solutions on 3D shape processing

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

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

Training & Inference Code of PRNet in PyTorch 1.1.0

Curve fitting method in JavaScript

Photogrammetric Computer Vision Framework

3D reconstruction, sfm with Python3

Set of images for doing 3d reconstruction

This demo uses a deep neural network and two generic cameras to perform 3D pose estimation.

Dense 3D reconstruction from stereo (using LIBELAS)

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

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

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

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

The open source mesh processing system

3D human face estimation and rendering from a single image

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

Code for Learnt Stereo Machines based on the NIPS 2017 paper

FLaME: Fast Lightweight Mesh Estimation

LabPlot is a FREE, open source and cross-platform Data Visualization and Analysis software accessible to everyone.

An OpenCV-based structured light processing toolkit.

PatchMatch，倾斜窗口经典，效果极佳，OpenMVS&Colmap稠密匹配算法。完整实现，代码规范，注释清晰，博客教学，欢迎star！

SurfelWarp: Efficient Non-Volumetric Dynamic Reconstruction

Motion Averaging

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

[CVPR 2017] Generation and reconstruction of 3D shapes via modeling multi-view depth maps or silhouettes

A wrapper for the cMPFIT library for the Nim programming language, https://vindaar.github.io/nim-mpfit/

Photomodeling plugin for Maya

open Multi-View Stereo reconstruction library

A Software to interactively edit data in a graphical manner

🔥3D-RecGAN in Tensorflow (ICCV Workshops 2017)

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.

Code release for "Multi-view Consistency as Supervisory Signal for Learning Shape and Pose Prediction"

List of projects for 3d reconstruction

[CVPR'20] SG-NN: Sparse Generative Neural Networks for Self-Supervised Scene Completion of RGB-D Scans

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

🔥PCL（Point Cloud Library）点云库学习记录

Fit models to your data in Python with Sherpa.

[ECCV'18 Oral] PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction

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

🔥3D-RecGAN++ in Tensorflow (TPAMI 2018)

A list of papers and datasets about point cloud analysis (processing)

Open source Structure-from-Motion pipeline

Implicit Geometric Regularization for Learning Shapes

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

Code repository for the massively-parallel framework for maximum-likelihood fits, implemented in CUDA/OpenMP

Code for PCN: Point Completion Network in 3DV'18 (Oral)