3d-segmentation | Topic | Ecosyste.ms: Repos

Topic: "3d-segmentation"

wolny/pytorch-3dunet

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

Language: Jupyter Notebook - Size: 291 MB - Last synced at: about 7 hours ago - Pushed at: about 2 months ago - Stars: 2,166 - Forks: 529

HuangCongQing/pcl-learning

🔥PCL（Point Cloud Library）点云库学习记录

Language: C++ - Size: 34.3 MB - Last synced at: 8 days ago - Pushed at: 3 months ago - Stars: 1,731 - Forks: 419

QingyongHu/SoTA-Point-Cloud

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

Size: 2.27 MB - Last synced at: 25 days ago - Pushed at: almost 4 years ago - Stars: 1,604 - Forks: 189

Jumpat/SegmentAnythingin3D

Segment Anything in 3D with NeRFs (NeurIPS 2023)

Language: Python - Size: 129 MB - Last synced at: 4 months ago - Pushed at: 10 months ago - Stars: 900 - Forks: 54

Jumpat/SegAnyGAussians

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

Language: Jupyter Notebook - Size: 38.3 MB - Last synced at: 27 days ago - Pushed at: 27 days ago - Stars: 691 - Forks: 50

neuroneural/brainchop

Brainchop: In-browser 3D MRI rendering and segmentation

Language: JavaScript - Size: 363 MB - Last synced at: 7 days ago - Pushed at: 19 days ago - Stars: 418 - Forks: 50

Haiyang-W/UniTR

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

Language: Python - Size: 4.51 MB - Last synced at: about 1 month ago - Pushed at: 8 months ago - Stars: 308 - Forks: 18

unmannedlab/RELLIS-3D

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

Language: Jupyter Notebook - Size: 76.4 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 304 - Forks: 51

vLAR-group/DM-NeRF

🔥DM-NeRF in PyTorch (ICLR 2023)

Language: Python - Size: 521 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 255 - Forks: 17

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.

Language: Python - Size: 44.9 MB - Last synced at: 4 months ago - Pushed at: 4 months ago - Stars: 216 - Forks: 30

Na-Z/attMPTI

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

Language: Python - Size: 331 KB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 141 - Forks: 27

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

Language: C++ - Size: 36.1 KB - Last synced at: 21 days ago - Pushed at: 7 months ago - Stars: 130 - Forks: 22

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.

Language: Python - Size: 21.3 MB - Last synced at: about 1 month ago - Pushed at: over 2 years ago - Stars: 123 - Forks: 16

ZFTurbo/segmentation_models_3D

Set of models for segmentation of 3D volumes

Language: Python - Size: 66.4 KB - Last synced at: 6 months ago - Pushed at: 10 months ago - Stars: 122 - Forks: 27

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.

Language: C++ - Size: 8.32 MB - Last synced at: 8 days ago - Pushed at: about 4 years ago - Stars: 121 - Forks: 42

qianguih/RSNet

This is the official implementation of RSNet.

Language: Python - Size: 60.5 KB - Last synced at: over 1 year ago - Pushed at: about 5 years ago - Stars: 114 - Forks: 40

ywyue/AGILE3D

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

Language: Python - Size: 39.1 MB - Last synced at: 5 days ago - Pushed at: 5 days ago - Stars: 110 - Forks: 10

zyl200846/3D-UNet-PyTorch-Implementation

The implementation of 3D-UNet using PyTorch

Language: Python - Size: 24.4 KB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 100 - Forks: 25

hjwdzh/TextureNet

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

Language: C++ - Size: 1.53 MB - Last synced at: over 1 year ago - Pushed at: almost 6 years ago - Stars: 91 - Forks: 12

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"

Language: Python - Size: 19.1 MB - Last synced at: 9 months ago - Pushed at: about 5 years ago - Stars: 89 - Forks: 17

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

Size: 151 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 78 - Forks: 17

faizan1234567/Brain-Tumors-Segmentation

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

Language: Python - Size: 41.2 MB - Last synced at: 3 days ago - Pushed at: 3 days ago - Stars: 76 - Forks: 4

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.

Language: Python - Size: 60.4 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 73 - Forks: 4

constantinpape/elf

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

Language: Python - Size: 834 KB - Last synced at: 14 days ago - Pushed at: 16 days ago - Stars: 54 - Forks: 18

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

Language: Jupyter Notebook - Size: 17.7 MB - Last synced at: 3 days ago - Pushed at: over 4 years ago - Stars: 50 - Forks: 3

Hsuxu/Magic-VNet 📦

VNet for 3d volume segmentation

Language: Python - Size: 66.4 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 45 - Forks: 7

LidiaGarrucho/MAMA-MIA

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

Language: Jupyter Notebook - Size: 8.1 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 40 - Forks: 2

dashidhy/awesome-point-cloud-deep-learning

Paper list of deep learning on point clouds.

Size: 10.7 KB - Last synced at: 6 days ago - Pushed at: about 5 years ago - Stars: 39 - Forks: 6

HuangCongQing/RandLA-Net-Enhanced

RandLA-Net改进版

Language: Python - Size: 191 MB - Last synced at: 22 days ago - Pushed at: almost 3 years ago - Stars: 38 - Forks: 7

constantinpape/cluster_tools

Distributed segmentation for bio-image-analysis

Language: Python - Size: 1.69 MB - Last synced at: 14 days ago - Pushed at: 14 days ago - Stars: 37 - Forks: 14

florentPoux/point-cloud-processing

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

Language: Jupyter Notebook - Size: 6.85 MB - Last synced at: 11 months ago - Pushed at: 11 months ago - Stars: 36 - Forks: 9

xmindflow/deformableLKA

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

Language: Python - Size: 7.93 MB - Last synced at: over 1 year ago - Pushed at: over 1 year ago - Stars: 33 - Forks: 3

unmannedlab/LiDARNet

LiDARNet: A Boundary-Aware Domain Adaptation Model for Point Cloud Semantic Segmentation

Size: 22.3 MB - Last synced at: about 1 month ago - Pushed at: almost 4 years ago - Stars: 32 - Forks: 3

engelnico/point-transformer

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

Language: Python - Size: 566 KB - Last synced at: almost 2 years ago - Pushed at: about 3 years ago - Stars: 31 - Forks: 6

charan223/Brain-Tumor-Segmentation-using-Topological-Loss

A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss

Language: Python - Size: 152 KB - Last synced at: about 2 years ago - Pushed at: about 6 years ago - Stars: 28 - Forks: 11

meiqua/binPicking_3dseg

separate from 6dpose repo for deployment

Language: C++ - Size: 8.09 MB - Last synced at: 7 days ago - Pushed at: almost 7 years ago - Stars: 28 - Forks: 13

lizhaoliu-Lec/CPCM

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

Language: Python - Size: 5.86 MB - Last synced at: about 1 year ago - Pushed at: over 1 year ago - Stars: 26 - Forks: 3

aniketkt/CTSegNet

CTSegNet is an end-to-end 3D segmentation package for large X-ray tomographic datasets using 2D fully convolutional neural networks (fCNN).

Language: Jupyter Notebook - Size: 7.63 MB - Last synced at: 7 months ago - Pushed at: almost 4 years ago - Stars: 26 - Forks: 6

iMED-Lab/RE-Net

3D cerebrovascular volume segmentation in Pytorch.

Language: Python - Size: 45.9 KB - Last synced at: 8 months ago - Pushed at: over 2 years ago - Stars: 23 - Forks: 5

psweens/VAN-GAN

VAN-GAN: Vessel Segmentation Generative Adversarial Network. A tool to segment 3D vascular networks without paired training data.

Language: Python - Size: 2.22 MB - Last synced at: 6 days ago - Pushed at: 6 days ago - Stars: 19 - Forks: 3

wkentaro/label-fusion

Volumetric Fusion of Multiple Semantic Labels and Masks

Language: C++ - Size: 16.3 MB - Last synced at: 6 days ago - Pushed at: over 7 years ago - Stars: 19 - Forks: 7

DanuserLab/u-segment3D

Generate consensus 3D cells segmentations by combining 2D cell segmentations from any combination of xy, xz, yz views, compatible with outputs of any 2D segmentation method.

Language: MATLAB - Size: 77.8 MB - Last synced at: 7 days ago - Pushed at: about 1 month ago - Stars: 16 - Forks: 4

peihaowang/GCN3DSegment

Graph convolutional networks for mesh segmentation on human and object models.

Language: Jupyter Notebook - Size: 234 MB - Last synced at: almost 2 years ago - Pushed at: almost 5 years ago - Stars: 15 - Forks: 5

hoangcuongbk80/my_pcl_tutotial

Language: CMake - Size: 434 KB - Last synced at: about 2 years ago - Pushed at: over 5 years ago - Stars: 15 - Forks: 1

AxDante/SAAMI

Automatic segment and generate masks for any 3D medical images using SAM model without prompt

Language: Python - Size: 12.5 MB - Last synced at: 4 months ago - Pushed at: almost 2 years ago - Stars: 14 - Forks: 3

TooTouch/3D_CoordConv_Segmentation

Grand Challenge 2017 Multi-Modality Whole Heart Segmentation

Language: Jupyter Notebook - Size: 112 MB - Last synced at: 14 days ago - Pushed at: about 5 years ago - Stars: 13 - Forks: 0

MarkNaeem/depth_yolact_ros Fork of Eruvae/yolact_ros

ROS wrapper for yolact instance segmentation with depth image extension for 3D bounding boxes and pointcloud segmentation

Language: Python - Size: 17.2 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 11 - Forks: 6

yangxin6/Deformation3D

Corn Point Cloud Deformation Tool

Language: Python - Size: 3.27 MB - Last synced at: 12 days ago - Pushed at: 8 months ago - Stars: 10 - Forks: 3

RePAIRProject/AAFR

Reassembling Broken Objects using Breaking Curves (ICPR 2024)

Language: Python - Size: 87.1 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 9 - Forks: 3

Na-Z/PS-2Net

[ICPR 2020] PS2-Net: A Locally and Globally Aware Network for Point-Based Semantic Segmentation

Language: Python - Size: 1.19 MB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 9 - Forks: 0

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.

Language: Python - Size: 1.78 MB - Last synced at: 15 days ago - Pushed at: 15 days ago - Stars: 8 - Forks: 1

issacchan26/HumanPartSegmentation

3D Human Part Segmentation with Point Transformer

Language: Python - Size: 48.5 MB - Last synced at: 12 months ago - Pushed at: over 1 year ago - Stars: 8 - Forks: 0

mbiparva/mitorch

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

Language: Python - Size: 622 KB - Last synced at: 12 months ago - Pushed at: over 3 years ago - Stars: 8 - Forks: 1

anindox8/Atlas-Based-3D-Brain-Segmentation-in-T1-MRI

Fully supervised, multi-class 3D brain segmentation in T1 MRI, using atlas-based segmentation algorithms (label propagation, tissue models, Expectation-Maximization algorithm).

Language: Batchfile - Size: 801 KB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 7 - Forks: 3

AliAmini93/MRI-MS-Plaques-Segmentation

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

Language: Jupyter Notebook - Size: 178 KB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 5 - Forks: 0

vishal815/Deep-Learning-Models-for-3D-MRI-based-Brain-Tumor-Segmentation-using-Seg-Net-V--Net-and-U-Net

This project focuses on the segmentation of brain tumors in 3D MRI images using Convolutional Neural Network (CNN) models. The research compares the performance of SegNet, V-Net, and U-Net architectures for brain tumor segmentation and evaluates them based on complexity, training time, and segmentation accuracy.

Language: Jupyter Notebook - Size: 16.9 MB - Last synced at: 9 days ago - Pushed at: 11 months ago - Stars: 5 - Forks: 2

ugurcanakyuz/3D-Volumetric-MedicalImageSegmentationWithDeepLearning

This GitHub repository was created for research focusing on the development of deep learning-based segmentation models for fetal brain tissue.

Language: Jupyter Notebook - Size: 23.9 MB - Last synced at: 12 months ago - Pushed at: 12 months ago - Stars: 5 - Forks: 0

etasnadi/3DCellAnnotator

3D Cell Annotator software

Language: Cuda - Size: 265 KB - Last synced at: over 1 year ago - Pushed at: about 4 years ago - Stars: 5 - Forks: 0

X-UP-Lab/3D-Audio-Visual-Segmentation

[NeurIPS 2024 Audio Imagination Workshop] Official implementation of the paper: 3D Audio-Visual Segmentation

Size: 3.11 MB - Last synced at: about 2 months ago - Pushed at: about 2 months ago - Stars: 4 - Forks: 1

gimpong/ICCV23-IDPT Fork of zyh16143998882/ICCV23-IDPT

The code for the paper "Instance-aware Dynamic Prompt Tuning for Pre-trained Point Cloud Models" (ICCV'23).

Language: Python - Size: 931 KB - Last synced at: 6 months ago - Pushed at: 6 months ago - Stars: 4 - Forks: 0

rekalantar/CT_3DLungSegmentation

3D Segmentation of Lungs on CT

Language: Jupyter Notebook - Size: 28.4 MB - Last synced at: 2 days ago - Pushed at: over 2 years ago - Stars: 4 - Forks: 6

tuannt8/3D-image-segmentation-with-mesh

Image segmentation with Explicit mesh

Language: C - Size: 4.85 MB - Last synced at: 6 months ago - Pushed at: almost 7 years ago - Stars: 4 - Forks: 2

prsousa/TomSeg

An Efficient Software Tool to Segment Electron Tomograms

Language: C++ - Size: 233 KB - Last synced at: about 2 years ago - Pushed at: almost 8 years ago - Stars: 4 - Forks: 1

spsingh37/3D_Liver_Tumor_segmentation

This project compares the performance of UNet, ResUNet, SegResNet, and UNETR architectures on the 2017 LiTS dataset for liver tumor segmentation. We evaluate segmentation accuracy using the DICE score to identify key factors for effective tumor segmentation.

Language: Jupyter Notebook - Size: 2.2 MB - Last synced at: 8 months ago - Pushed at: 8 months ago - Stars: 3 - Forks: 0

KerosuoLab/Shapemetrics

Language: MATLAB - Size: 7.6 MB - Last synced at: over 1 year ago - Pushed at: over 2 years ago - Stars: 3 - Forks: 1

anindox8/Ensemble-of-Multi-Scale-CNN-for-3D-Brain-Segmentation

Fully supervised, multi-class 3D brain segmentation in T1 MRI using an ensemble of diverse CNN architectures (3D FCN, 3D U-Net) with multi-scale input.

Language: Python - Size: 1.9 MB - Last synced at: over 1 year ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 2

fitushar/DenseVNet3D_Chest_Abdomen_Pelvis_Segmentation_tf2

This Repo containes the implemnetation of DenseVent in tensorflow 2.0 for chest-abdomen-pelvis (CAP) Segmentation

Language: Python - Size: 410 KB - Last synced at: 5 days ago - Pushed at: almost 5 years ago - Stars: 3 - Forks: 4

dbouget/raidionics_seg_lib

Backend segmentation/classification library (using ONNX runtime) for Raidionics

Language: Jupyter Notebook - Size: 418 KB - Last synced at: 8 days ago - Pushed at: 2 months ago - Stars: 2 - Forks: 2

D4ve-R/ifcclouds

convert ifc files to pointclouds

Language: Python - Size: 272 KB - Last synced at: about 1 year ago - Pushed at: almost 2 years ago - Stars: 2 - Forks: 0

SiMoM0/RangeRet

3D LiDAR Semantic Segmentation with range images and Retentive Networks

Language: Python - Size: 1.87 MB - Last synced at: 2 days ago - Pushed at: 3 days ago - Stars: 1 - Forks: 0

amatov/SegmentationBiomarkerCTC

Our image analysis software performs segmentation of the cellular areas with cell surface expression of the prostate-specific membrane antigen to improve the precision of therapy and its customization

Language: C - Size: 74.9 MB - Last synced at: 20 days ago - Pushed at: 20 days ago - Stars: 1 - Forks: 0

risc-mi/cerebral-artery-segmentation

Language: Python - Size: 23.7 MB - Last synced at: 9 months ago - Pushed at: 9 months ago - Stars: 1 - Forks: 0

PriyojitComputerVision/ProjectforLearning

This repository is made for all learners. If you like it, do give it a star.

Language: Jupyter Notebook - Size: 315 MB - Last synced at: over 1 year ago - Pushed at: about 2 years ago - Stars: 1 - Forks: 0

gabrielriqu3ti/GLIA-Net Fork of MeteorsHub/GLIA-Net

A segmentation network for intracranial aneurysm on TOF-MRA images using PyTorch

Language: Jupyter Notebook - Size: 20.7 MB - Last synced at: about 2 years ago - Pushed at: over 3 years ago - Stars: 1 - Forks: 1

cajal/microns-ta3 Fork of dimitri-yatsenko/microns-ta3

MICrONS TA3 connectivity database

Language: Jupyter Notebook - Size: 222 KB - Last synced at: about 1 year ago - Pushed at: about 7 years ago - Stars: 0 - Forks: 2