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3d-segmentation

Here are 55 public repositories matching this topic...

The-Learning-And-Vision-Atelier-LAVA / 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

Updated Jun 8, 2021

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

Updated Feb 14, 2022
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

Updated Jun 21, 2022
C++

qianguih / RSNet

This is the official implementation of RSNet.

point-cloud 3d-segmentation rsnet

Updated Mar 25, 2020
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

Updated Jul 2, 2022
Jupyter Notebook

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

Updated Jun 16, 2020
Python

Na-Z / attMPTI

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

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

Updated Mar 31, 2022
Python

hjwdzh / TextureNet

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

deep-neural-networks semantic-segmentation 3d-convolutional-network 3d-segmentation 3d-deep-learning scannet cvpr2019 texturenet

Updated Jul 12, 2019
C++

JielongZ / 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

Updated Feb 12, 2020
Python

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

python mesh 3d data-augmentation 3d-segmentation 3d-transformation 3d-augmentation point-clound 3d-sparse-data sparseconvnet

Updated Oct 31, 2020
Jupyter Notebook

Hsuxu / Magic-VNet

VNet for 3d volume segmentation

pytorch mri-images medical-image-processing 3d-segmentation pytorch-implementation

Updated Apr 16, 2021
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

Updated Oct 20, 2021

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"

computer-vision ros yolo object-detection weights 3d-segmentation instance-segmentation rgb-d semantic-mapping robot-navigation extending-maps

Updated Apr 13, 2020
Python

dashidhy / awesome-point-cloud-deep-learning

Paper list of deep learning on point clouds.

point-cloud 3d-vision 3d-segmentation 3d-deep-learning 3d-detection paper-list

Updated Feb 19, 2020

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

Updated Apr 8, 2022
C++

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

Updated Feb 5, 2021
C++

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

A Tensorflow Implementation of Brain Tumor Segmentation using Topological Loss

deep-learning topology tensorflow cnn segmentation fcn image-segmentation 3d-segmentation topology-validation losses brats brain-tumor-segmentation niftynet brats-dataset

Updated Apr 17, 2019
Python

constantinpape / cluster_tools

Distributed segmentation for bio-image-analysis

segmentation connectomics bio-image-analysis watershed cluster-computing multicut 3d-segmentation microscopy-images lifted-multicut mutex-watershed

Updated Jun 28, 2022
Python

constantinpape / elf

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

segmentation image-analysis affine-transformation bio-image-analysis multicut 3d-segmentation microscopy-images lifted-multicut mutex-watershed

Updated Jul 5, 2022
Python

unmannedlab / LiDARNet

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

semantic-segmentation 3d-segmentation domain-adaptation lidar-point-cloud

Updated May 13, 2021

neuroneural / brainchop

Brainchop.org: In-browser 3D MRI segmentation

javascript deep-learning neuroimaging frontend-app 3d-segmentation tensorflowjs pyodide

Updated Jun 30, 2022
JavaScript

meiqua / binPicking_3dseg

separate from 6dpose repo for deployment

pose-estimation 3d-segmentation

Updated Jul 4, 2018
C++

CTSegNet

aniketkt / CTSegNet

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

synchrotron computed-tomography 3d-segmentation ct-scans unet-image-segmentation surface-detection

Updated May 16, 2021
Jupyter Notebook

wkentaro / label-fusion

Volumetric Fusion of Multiple Semantic Labels and Masks

computer-vision semantic-segmentation 3d-vision 3d-segmentation

Updated Aug 15, 2017
C++

HuangCongQing / RandLA-Net-Enhanced

RandLA-Net改进版

python 3d-segmentation randla-net

Updated Jun 22, 2022
Python

DonDzundza / Pytorch-3D-Medical-Image-Semantic-Segmentation

3D medical image semantic segmentation with Pytorch.

pytorch medical-imaging semantic-segmentation 3d-segmentation

Updated Jan 30, 2021
Python

hoangcuongbk80 / my_pcl_tutotial

c-plus-plus pcl-library 3d-segmentation ros-kinetic

Updated Jul 30, 2019
CMake

engelnico / point-transformer

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

deep-learning pytorch transformer classification segmentation attention-mechanism modelnet 3d-segmentation shapenet-dataset 3d-classification multi-head-attention transformer-architecture modelnet-dataset 3d-point-cloud 3d-pointclouds sortnet modelnet40 shapenetpart

Updated Apr 6, 2022
Python

peihaowang / GCN3DSegment

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

tensorflow classification segmentation gcn mesh-processing 3d-segmentation tensorflow-graphics

Updated May 9, 2020
Jupyter Notebook

iMED-Lab / RE-Net

3D cerebrovascular volume segmentation in Pytorch.

cnn pytorch medical medical-imaging 3d-segmentation u-net-pytorch cerebrovascular re-net

Updated Sep 5, 2021
Python

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