490 Open source projects that are alternatives of or similar to Awsome_deep_geometry_learning

The open source mesh processing system

Specification for streaming massive heterogeneous 3D geospatial datasets 🌎

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

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

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

SoftPoolNet: Shape Descriptor for Point Cloud Completion and Classification - ECCV 2020 oral

Meshing Point Clouds with Predicted Intrinsic-Extrinsic Ratio Guidance (ECCV2020)

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.

open Multi-View Stereo reconstruction library

pytorch implementation of >>Patch-base progressive 3D Point Set Upsampling<<

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

Scripts showcasing filtering techniques applied to point cloud data.

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

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.

PyTorch Code of our WACV2020 paper: Silhouette Guided Point Cloud Reconstruction beyond Occlusion

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

Real-Time 3D Semantic Reconstruction from 2D data

A resource repository for 3D machine learning

Pytorch framework for doing deep learning on point clouds.

Bundler Structure from Motion Toolkit

A system for modifying art in games.

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 http://www.robots.ox.ac.uk/~vgg/hzbook/code/.

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

Create Dense Depth Map Image for Known Poisitioned Camera from Lidar Point Cloud

3D Unet Equipped with Advanced Deep Learning Methods

A small VEX raytracer for SideFX Houdini with photon mapping global illumination and full recursive reflections and refractions

A collaborative list of awesome CryoEM (Cryo Electron Microscopy) resources.

Implicit Geometric Regularization for Learning Shapes

3D modeling from uncalibrated images

A Laser-Camera Calibration Toolbox extending from that at http://www.cs.cmu.edu/~ranjith/lcct.html

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

3D Heritage Online Presenter

Weakly Supervised 3D Object Detection from Point Clouds (VS3D), ACM MM 2020

This is the official implementation of RSNet.

Convert from Basel Face Model (BFM) to the FLAME head model

A small Java-based tool for the generation of point cloud visualization datasets according to Cesium 3D Tiles.

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

Controlling 3D character's Face Movements using OpenCV and pyhton

Seamlessly erase seams from your favorite 3D models.

Floor-SP: Inverse CAD for Floorplans by Sequential Room-wise Shortest Path, ICCV 2019

Fast Plane Extraction Using Agglomerative Hierarchical Clustering (AHC)

3D point cloud datasets in HDF5 format, containing uniformly sampled 2048 points per shape.

PyTorch reimplementation for "PPF-FoldNet: Unsupervised Learning of Rotation Invariant 3D Local Descriptors" https://arxiv.org/abs/1808.10322

kicad 3d models in freecad

User-friendly, commercial-grade software for processing aerial imagery. 🛩

🎨 Modern 2D/3D - Importer • Exporter • Util - Library, also called (AssetIO)

Complete source for my experimental voxel engine

Trescope is a comprehensive 3D machine learning development tool devoted to improve developing experience and speed in 3D field, which helps researchers and developers to label, debug, visualize various 3D data

Procedurally generated voxel islands

As a part of HAKE project (HAKE-3D). Code for our CVPR2020 paper "Detailed 2D-3D Joint Representation for Human-Object Interaction".

Regularized Graph CNN for Point Cloud Segmentation

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

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

TADbit is a complete Python library to deal with all steps to analyze, model and explore 3C-based data. With TADbit the user can map FASTQ files to obtain raw interaction binned matrices (Hi-C like matrices), normalize and correct interaction matrices, identify and compare the so-called Topologically Associating Domains (TADs), build 3D models from the interaction matrices, and finally, extract structural properties from the models. TADbit is complemented by TADkit for visualizing 3D models

A general 3D object detection codebse.

Matchable Image Retrieval by Learning from Surface Reconstruction

Python Wrapper for MeshFix: easily repair holes in PyVista surface meshes

[CVPR 2021 - Oral] UnsupervisedR&R: Unsupervised Point Cloud Registration via Differentiable Rendering

melo is mesh loader for OBJ, glTF2 and PLY

Accompanying library for the Record3D iOS app (https://record3d.app/). Allows you to receive RGBD stream from iOS devices with TrueDepth camera(s).