345 Open source projects that are alternatives of or similar to Awesome Point Cloud Analysis

Linked Dynamic Graph CNN: Learning through Point Cloud by Linking Hierarchical Features

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.

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

Official Code for ICML 2021 paper "Revisiting Point Cloud Shape Classification with a Simple and Effective Baseline"

Automatically registers (aligns) and visualizes point clouds, or processes a whole bunch at once

Implementations of a rather simple version of the Iterative Closest Point algorithm in various languages.

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.

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！

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

Filament is a real-time physically based rendering engine for Android, iOS, Windows, Linux, macOS, and WebGL2

Access ARKit features like world-tracking, live video rendering, plane estimation and updates, hit-testing API, ambient light estimation, and raw point cloud data.

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

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

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

Yet Another Vulkan Engine

Torch Implementation of NIPS'16 paper: Perspective Transformer Nets

React Fiber Reconciler Renderer for Regl WebGL

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！

A powerful physically based renderer with a fully featured editor.

A brief computer graphics / rendering course

Geomap is the virtualization of data that maps a Country. Mapbox Unity SDK gives data(Global map layers of Streets, Buildings, Elev, and Satellite) generating custom 3D worlds for Mobile VR/AR apps.

open Multi-View Stereo reconstruction library

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

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

Dense 3D reconstruction from stereo (using LIBELAS)

SurfelWarp: Efficient Non-Volumetric Dynamic Reconstruction

3D CAD viewer and converter based on Qt + OpenCascade

WebGL-based 3D visualizer in Julia

3D reconstruction, sfm with Python3

Photogrammetric Computer Vision Framework

Code for GAN2Shape (ICLR2021 oral)

Three.js port for the JVM (desktop)

Cross platform, open source application for the processing, visualization, and analysis of 3D tomography data

glTF 2.0 Viewer written in Rust

The open source mesh processing system

A brief computer graphics / rendering course

A Python framework for building Desktop applications.

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

Open source Structure-from-Motion pipeline

Photomodeling plugin for Maya

Code for Learnt Stereo Machines based on the NIPS 2017 paper

Set of images for doing 3d reconstruction

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

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

🎲 Modern 3D graphics made simple with cross-platform C++17 meta-API on top of DirectX 12 & Metal (Vulkan is coming)

Calculate CATransform3D between two Perspectives

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

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

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

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

FLaME: Fast Lightweight Mesh Estimation

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

Lightweight game engine.

Performant 3D mesh viewer written in Go.

DensePoint: Learning Densely Contextual Representation for Efficient Point Cloud Processing (ICCV 2019)

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

🔥PCL（Point Cloud Library）点云库学习记录

An OpenCV-based structured light processing toolkit.