3d-segmentation

HuangCongQing/pcl-learning

🔥PCL（Point Cloud Library）点云库学习记录

QingyongHu/SoTA-Point-Cloud

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

Jumpat/SegmentAnythingin3D

Segment Anything in 3D with NeRFs (NeurIPS 2023 & IJCV 2025)

Jumpat/SegAnyGAussians

The official implementation of Segment Any 3D GAussians (AAAI-25)

neuroneural/brainchop

Brainchop: In-browser 3D MRI rendering and segmentation

unmannedlab/RELLIS-3D

RELLIS-3D: A Multi-modal Dataset for Off-Road Robotics

Haiyang-W/UniTR

[ICCV2023] Official Implementation of "UniTR: A Unified and Efficient Multi-Modal Transformer for Bird’s-Eye-View Representation"

ENHANCE-PET/MOOSE

MOOSE (Multi-organ objective segmentation) a data-centric AI solution that generates multilabel organ segmentations to facilitate systemic TB whole-person research.The pipeline is based on nn-UNet and has the capability to segment 120 unique tissue classes from a whole-body 18F-FDG PET/CT image.

vLAR-group/DM-NeRF

🔥DM-NeRF in PyTorch (ICLR 2023)

xmindflow/deformableLKA

[WACV 2024] Beyond Self-Attention: Deformable Large Kernel Attention for Medical Image Segmentation

Na-Z/attMPTI

[CVPR 2021] Few-shot 3D Point Cloud Semantic Segmentation

HuangCongQing/plane_fit_ground_filter

点云分割论文2017 Fast segmentation of 3d point clouds: A paradigm on lidar data for autonomous vehicle applications

ZFTurbo/segmentation_models_3D

Set of models for segmentation of 3D volumes

Manchery/ImageLabeler

基于Qt实现的图片数据标注工具. Image Annotation Tool Based on Qt, supporting 2D/3D Detection/Segmentation Annotation.

JonasSchult/dcm-net

This work is based on our paper "DualConvMesh-Net: Joint Geodesic and Euclidean Convolutions on 3D Meshes", which appeared at the IEEE Conference On Computer Vision And Pattern Recognition (CVPR) 2020.

lizhangjie316/Awesome-3D-Point-Cloud-Semantic-Segement

3D点云语义分割汇总，所有顶会论文以及一些arxiv上的最新论文

ywyue/AGILE3D

[ICLR 2024] AGILE3D: Attention Guided Interactive Multi-object 3D Segmentation

qianguih/RSNet

This is the official implementation of RSNet.

verlab/3DSemanticMapping_JINT_2020

Repository for the paper "Extending Maps with Semantic and Contextual Object Information for Robot Navigation: a Learning-Based Framework using Visual and Depth Cues"

zyl200846/3D-UNet-PyTorch-Implementation

The implementation of 3D-UNet using PyTorch

hjwdzh/TextureNet

TextureNet: Consistent Local Parametrizations for Learning from High-Resolution Signals on Meshes

florentPoux/point-cloud-processing

A suite of scripts and easy-to-follow tutorial to process point cloud data with Python

faizan1234567/Brain-Tumors-Segmentation

Multimodal Brain mpMRI segmentation on BraTS 2023 and BraTS 2021 datasets.

UMEssen/SALT

Softmax for Arbitrary Label Trees (SALT) is a framework for training segmentation networks using conditional probabilities to model hierarchical relationships in the data.

LidiaGarrucho/MAMA-MIA

The MAMA-MIA Dataset: A Multi-Center Breast Cancer DCE-MRI Public Dataset with Expert Segmentations

syau-miao/seg4maize

constantinpape/elf

Utils and convenience functions for large-scale bio-image analysis.

goodok/fastai_sparse

3D augmentation and transforms of 2D/3D sparse data, such as 3D triangle meshes or point clouds in Euclidean space. Extension of the Fast.ai library to train Sub-manifold Sparse Convolution Networks

lizhaoliu-Lec/CPCM

This is the official repo for Contextual Point Cloud Modeling for Weakly-supervised Point Cloud Semantic Segmentation (ICCV 23).

Hsuxu/Magic-VNet

VNet for 3d volume segmentation

SJTU-DeepVisionLab/LaGa

Tackling View-Dependent Semantics in 3D Language Gaussian Splatting (ICML 2025)

engelnico/point-transformer

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

HuangCongQing/RandLA-Net-Enhanced

RandLA-Net改进版

AliAmini93/MRI-MS-Plaques-Segmentation

A 3D Attention U-Net model is developed, aimed at segmenting and tracking Multiple Sclerosis lesions in MRI images.

dashidhy/awesome-point-cloud-deep-learning

Paper list of deep learning on point clouds.