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3d-segmentation

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wolny /pytorch-3dunet

3D U-Net model for volumetric semantic segmentation written in pytorch

pytorch unet semantic-segmentation volumetric-data 3d-segmentation dice-coefficient unet-pytorch groupnorm 3d-unet pytorch-3dunet residual-unet

UpdatedFeb 27, 2025
Jupyter Notebook

HuangCongQing /pcl-learning

🔥PCL（Point Cloud Library）点云库学习记录

ros self-driving-car pcl 3d-reconstruction pcl-library 3d-segmentation 3d-representation 3d-detection pcl-viewer

UpdatedFeb 5, 2025
C++

QingyongHu /SoTA-Point-Cloud

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

semantic-segmentation pointclouds 3d-segmentation instance-segmentation 3d-deep-learning 3d-detection 3d-classification 3d-tracking

UpdatedJun 8, 2021

Jumpat /SegmentAnythingin3D

Segment Anything in 3D with NeRFs (NeurIPS 2023)

computer-vision deep-learning segmentation nerf 3d 3d-segmentation segment-anything

UpdatedJun 12, 2024
Python

Jumpat /SegAnyGAussians

The official implementation of SAGA (Segment Any 3D GAussians)

computer-vision 3d-segmentation segment-anything gaussian-splatting

UpdatedFeb 18, 2025
Jupyter Notebook

brainchop

neuroneural /brainchop

Brainchop: In-browser 3D MRI rendering and segmentation

javascript deep-learning mri medical-imaging neuroimaging frontend-app three-js 3d-segmentation tensorflowjs mri-segmentation pyodide

UpdatedMar 10, 2025
JavaScript

Haiyang-W /UniTR

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

computer-vision camera backbone point-cloud transformer lidar unified multi-modal 3d bev 3d-segmentation 3d-object-detection multi-view iccv2023

UpdatedSep 4, 2024
Python

unmannedlab /RELLIS-3D

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

dataset lidar image-segmentation semantic-segmentation 3d-segmentation off-road ros-bag

UpdatedNov 23, 2022
Jupyter Notebook

vLAR-group /DM-NeRF

🔥DM-NeRF in PyTorch (ICLR 2023)

deep-learning 3d 3d-reconstruction 3d-editor 3d-segmentation 3d-computer-vision nerfs iclr2023

UpdatedOct 11, 2022
Python

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.

3d-segmentation brain-segmentation pet-ct ct-segmentation nnunet organ-segmentation tb-pet bone-segmentation muscle-segmentation fat-segmentation psoas-segmentation total-body-segmentation

UpdatedMar 18, 2025
Python

xmindflow /deformableLKA

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

deep-learning transformers segmentation synapse 3d-segmentation pancreas skin-lesion-segmentation 2d-segmentation

UpdatedFeb 7, 2024
Python

Na-Z /attMPTI

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

point-cloud pytorch 3d 3d-segmentation few-shot-learning

UpdatedApr 4, 2023
Python

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

segmentation pcl 3d-segmentation ros-melodic cloud-point ground-segmentation

UpdatedSep 9, 2024
C++

ZFTurbo /segmentation_models_3D

Set of models for segmentation of 3D volumes

keras segmentation 3d-segmentation 3d-semantic-segmentation

UpdatedJun 29, 2024
Python

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.

deep-learning semantic-segmentation cvpr 3d-segmentation 3d-deep-learning scannet cvpr2020 dcm-net

UpdatedNov 27, 2022
Python

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.

qt detection segmentation 3d-segmentation labelme 3d-detection image-annotation-tool

UpdatedFeb 5, 2021
C++

qianguih /RSNet

This is the official implementation of RSNet.

point-cloud 3d-segmentation rsnet

UpdatedMar 25, 2020
Python

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

3d-segmentation 3d-shape 3d-point-cloud point-cloud-analysis scale-point-clouds

UpdatedSep 12, 2023

ywyue /AGILE3D

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

attention 3d-point-clouds 3d-annotation 3d-segmentation interactive-segmentation 3d-scene-understanding click-as-query 3d-labelling

UpdatedMar 4, 2025
Python

zyl200846 /3D-UNet-PyTorch-Implementation

The implementation of 3D-UNet using PyTorch

cross-validation pytorch unet semantic-segmentation volumetric-data 3d-segmentation pytorch-implementation 3d-unet

UpdatedFeb 20, 2025
Python

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