Popular GitHub Repositories for Shapenet

PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.

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

We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.

code for "Neural Cages for Detail-Preserving 3D Deformations"

Source code for: Flex-Convolution (Million-Scale Point-Cloud Learning Beyond Grid-Worlds), accepted at ACCV 2018

PVT: Point-Voxel Transformer for 3D Deep Learning

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

Graph-convolutional GAN for point cloud generation. Code from ICLR 2019 paper Learning Localized Generative Models for 3D Point Clouds via Graph Convolution

Implementation of "Long-Range Grouping Transformer for Multi-View 3D Reconstruction" [ICCV 2023]

This is the official repository of the original Point Transformer architecture.

Learning Graph-Convolutional Representations for Point Cloud Denoising (ECCV 2020)

Given an image and a target viewpoint, generate synthetic image in the target viewpoint

3D Gaussian Splatting scene generation using diffusion

Point Cloud Segmentation Using PointNet