modelnet 开源项目推荐（13 个）

yanx27 /Pointnet_Pointnet2_pytorch

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

antao97 /PointCloudDatasets

HDF5 格式的 3D 点云数据集，每个形状包含均匀采样的 2048 个点。

kuixu /3ddensenet.torch

用于 ModelNet40 数据集的 3D DenseNet（torch 版本）

engelnico /point-transformer

这是原始Point Transformer架构的官方仓库。

hiram64 /3D-Similarity-Search

similar data search for 3D voxel data

ace19-dev /mvcnn-tf

Basic reference for Multi View Classification - mvcnn

mpewsey /off_parser

Parses OFF (Object File Format) 3D model files to a class container. Includes helper functions for downloading and parsing publicly available datasets.

zhiyichin /3D_Augmentation

3D point cloud data augmentation

Kartik17 /Data-Augmentation-combined-with-Adversarial-Examples-for-Robust-Point-Cloud-Classification

该项目在 GitHub 上没有填写描述

m-saeid /ModeNetR_PointSkipNet

Official repository for paper "Enhancing 3D Point Cloud Classification with ModelNet-R and Point-SkipNet"

dgsolera-ai /vae-wae-generative-models

VAE (KL) vs Wasserstein Autoencoder (MMD) compared across 2D images and 3D voxel grids — MNIST, FashionMNIST, CIFAR-10, 3D-MNIST, ModelNet10. Focused on where each regularizer breaks.

km-minje /pointnet-mj

PointNet in TensorFlow/Keras for 3D point-cloud classification (ModelNet10) — the study repo behind my production 3D shape similarity search work

irenemousy733 /PointTPA

Adapt network parameters dynamically to improve 3D scene understanding performance.