3d-classification 开源项目推荐（33 个）

QingyongHu /SoTA-Point-Cloud

🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey

Colin97 /OpenShape_code

“OpenShape：将3D形状表示缩放至开放世界理解”官方代码

nikitakaraevv /pointnet

PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

maggie0106 /Graph-CNN-in-3D-Point-Cloud-Classification

Code for A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018)

BubblyYi /Coronary-Artery-Tracking-via-3D-CNN-Classification

PyTorch重新实现了3D CNN追踪器，以最先进的（SOTA）性能提取冠状动脉中心线。（论文：《使用基于CNN的定向分类器进行心脏CT血管造影中的冠状动脉中心线摘出》）

ZFTurbo /classification_models_3D

Set of models for classifcation of 3D volumes

divanoLetto /3D_STEP_Classification

A new approach for retrieval and classification of 3D models that directly performs in the CAD format without any format conversion to other representations like point clouds of meshes, thus avoiding any loss of information.

ZFTurbo /timm_3d

PyTorch Volume Models for 3D data

3dlg-hcvc /DuoduoCLIP

[ICLR 2025] Duoduo CLIP: Efficient 3D Understanding with Multi-View Images

engelnico /point-transformer

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

anindox8 /Deep-Segmentation-Features-for-Weakly-Supervised-3D-Disease-Classification-in-Chest-CT

Weakly supervised 3D classification of multi-disease chest CT scans using multi-resolution deep segmentation features via dual-stage CNN architecture (DenseVNet, 3D Residual U-Net).

minzhang-1 /PointHop

PointHop: An Explainable Machine Learning Method for Point Cloud Classification

minzhang-1 /PointHop2

PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification

fitushar /multi-label-weakly-supervised-classification-of-body-ct

A rule-based algorithm enabled the automatic extraction of disease labels from tens of thousands of radiology reports. These weak labels were used to create deep learning models to classify multiple diseases for three different organ systems in body CT.

w00zie /3d_face_class

3D Face Classification with Graph Neural Networks

minzhang-1 /PointHop-PointHop2_Spark

A fast and low memory requirement version of PointHop and PointHop++, which is built upon Apache Spark.

kentaroy47 /kaggle-nflimpact-13thplace

Solution of team tara: Public 7th, Private 13th (The renewed pipeline scores 8th place)

mbiparva /mitorch

This package implements deep learning modules for medical imaging application in PyTorch (miTorch).

kondratevakate /mri-epilepsy-diagnosis

Automated detection of focal cortical dysplasia

lukereichold /3D-MNIST-S4TF

3D MNIST Point Cloud Classifier using 3D ConvNet with Swift for TensorFlow