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)

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

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

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