Reconstruction Open Source Projects

Torch implementation of neural style algorithm

Open3D: A Modern Library for 3D Data Processing

COLMAP - Structure-from-Motion and Multi-View Stereo

High-Resolution 3D Human Digitization from A Single Image.

open Multiple View Geometry library. Basis for 3D computer vision and Structure from Motion.

UEFI firmware image viewer and editor

Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (ECCV 2018)

:man: Code for "Large Pose 3D Face Reconstruction from a Single Image via Direct Volumetric CNN Regression"

A curated list of papers & resources linked to 3D reconstruction from images.

open Multi-View Stereo reconstruction library

Open source Structure-from-Motion pipeline

3D Computer Vision Framework

Track Advancement of SLAM 跟踪SLAM前沿动态【2021 version】業務調整，暫停更新

DeepDiff: Deep Difference and search of any Python object/data. DeepHash: Hash of any object based on its contents. Delta: Use deltas to reconstruct objects by adding deltas together.

DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

:books: The list of vision-based SLAM / Visual Odometry open source, blogs, and papers

Awesome GAN for Medical Imaging

Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set (CVPRW 2019)

Diffusion Models in Medical Imaging (Published in Medical Image Analysis Journal)

:fire: PI-REC: Progressive Image Reconstruction Network With Edge and Color Domain. :fire: 图像翻译，条件GAN，AI绘画

Real-time dense visual SLAM system

Visual Inertial Odometry with SLAM capabilities and 3D Mesh generation.

Binary code static analyser, with IDA integration. Performs value and taint analysis, type reconstruction, use-after-free and double-free detection

Poisson Surface Reconstruction

Pixel2Mesh: Generating 3D Mesh Models from Single RGB Images. In ECCV2018.

A lightweight, easy-to-use, and efficient library for processing and rendering 3D data (C++ & Python)

We estimate dense, flicker-free, geometrically consistent depth from monocular video, for example hand-held cell phone video.

Segment-Anything + 3D. Let's lift anything to 3D.

[Siggraph 2017] BundleFusion: Real-time Globally Consistent 3D Reconstruction using Online Surface Re-integration

A large-scale dataset of both raw MRI measurements and clinical MRI images.

Single/multi view image(s) to voxel reconstruction using a recurrent neural network

Fully convolutional deep neural network to remove transparent overlays from images

[CVPR 2024 Highlight] Scaffold-GS: Structured 3D Gaussians for View-Adaptive Rendering

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

Point-NeRF: Point-based Neural Radiance Fields

A lean C++ library for working with point cloud data

Algorithm to texture 3D reconstructions from multi-view stereo images

The Multi-View Environment: End-to-end image-based reconstruction (SfM, MVS, surface reconstruction)

List of projects for 3d reconstruction

The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Models https://www.dagstuhl.de/19102 in March 2019.

Vector Quantized VAEs - PyTorch Implementation

Real-time large scale dense visual SLAM system

3DMatch - a 3D ConvNet-based local geometric descriptor for aligning 3D meshes and point clouds.

PyTorch implementation of neural style transfer algorithm

Polygonal Surface Reconstruction from Point Clouds (C++ & Python)

Real-time 3D face tracking and reconstruction from 2D video

Extreme 3D Face Reconstruction: Looking Past Occlusions

LiveScan3D is a system designed for real time 3D reconstruction using multiple Azure Kinect or Kinect v2 depth sensors simultaneously at real time speed.

3D medical imaging reconstruction software

TIGRE: Tomographic Iterative GPU-based Reconstruction Toolbox

CNN visualization tool in TensorFlow

Code for "Audio-driven Talking Face Video Generation with Learning-based Personalized Head Pose" (Arxiv 2020) and "Predicting Personalized Head Movement From Short Video and Speech Signal" (TMM 2022)

Real-Time 3D Semantic Reconstruction from 2D data

Library and utilities for 3d reconstruction from stereo cameras.

Modular framework for online informative path planning.

Dynamic Neural Radiance Fields for Monocular 4D Facial Avater Reconstruction

Data, tools, and documentation of the Fusion 360 Gallery Dataset

This repository contains code corresponding to the paper Video based reconstruction of 3D people models.