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3d-machine-learning

A resource repository for 3D machine learning

3dmeshbulksimplification

A Python tool to simplify a Mesh (With and Without Textures) to a specific Number of Faces using the MeshlabXML Library

arkit-corelocation

Combines the high accuracy of AR with the scale of GPS data.

atlasnet

This repository contains the source codes for the paper "AtlasNet: A Papier-Mâché Approach to Learning 3D Surface Generation ". The network is able to synthesize a mesh (point cloud + connectivity) from a low-resolution point cloud, or from an image.

beacon

SeoulAccord Project

blindaid

breaking_cycles_in_noisy_hierarchies

breaking cycles in noisy hierarchies

dispnet

Keras Version of DispNet

extension-cpp

C++ extensions in PyTorch

fast-quadric-mesh-simplification

Mesh triangle reduction using quadrics

g-meta

Graph meta learning via local subgraphs (NeurIPS 2020)

gifs

Gifs.com API golang package to create Gifs from youtube, vimeo, remote mp4 and more!

gnn-tutorial-1

Machine learning tutorials using graph structural method in the 3D domain

gnn-tutorial-2

Machine learning tutorials using graph structural method in the 3D domain

graph-based-nn

Graph Convolutional Networks (GCNs)

graph_sampling

Graph Sampling is a python package containing various approaches which samples the original graph according to different sample sizes.

gwl

Gromov-Wasserstein Learning for Graph Matching and Node Embedding

indivus

Sopt Appjam

knn_cuda

pytorch knn [cuda version]

latent3d

Pytorch implementation of https://github.com/optas/latent_3d_points

latent3dpointcloud

Keras Version of 3D Point Cloud GAN for Latent space

latent_3d_points

Auto-encoding & Generating 3D Point-Clouds.

localgraphclustering

mctorch

A manifold optimization library for deep learning

pointcloud-tutorial-1

Machine learning tutorials of classification and generation in the 3D domain

pointcloud-tutorial-2

Machine learning tutorials of classification and generation in the 3D domain

pointcloudsuperresolution

Point Cloud Super Resolution with Adversarial Residual Graph Networks

pointharvesting

pointlstm-gesture-recognition-pytorch

This repo holds the codes of paper: An Efficient PointLSTM for Point Clouds Based Gesture Recognition (CVPR 2020).

pointnet

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation