Search Results - RepositoryStats

506

2.0k

mit

36

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

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

Created 2018-09-21

628 commits to master branch, last one 3 months ago

pcl-learning HuangCongQing

398

1.6k

mit

26

🔥PCL（Point Cloud Library）点云库学习记录

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

Created 2019-04-16

212 commits to master branch, last one 6 months ago

SoTA-Point-Cloud QingyongHu

191

1.6k

unknown

74

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

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

Created 2019-12-25

50 commits to master branch, last one 3 years ago

SegmentAnythingin3D Jumpat

54

893

apache-2.0

16

Segment Anything in 3D with NeRFs (NeurIPS 2023)

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

Created 2023-04-24

61 commits to main branch, last one 5 months ago

SegAnyGAussians Jumpat

44

598

apache-2.0

11

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

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

Created 2023-11-28

42 commits to v2 branch, last one 5 months ago

brainchop neuroneural

44

355

mit

7

Brainchop: In-browser 3D MRI rendering and segmentation

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

Created 2021-07-05

577 commits to master branch, last one 26 days ago

RELLIS-3D unmannedlab

49

287

unknown

13

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

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

Created 2020-10-22

69 commits to main branch, last one about a year ago

UniTR Haiyang-W

16

287

apache-2.0

9

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

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

Created 2023-08-15

23 commits to main branch, last one 2 months ago

DM-NeRF vLAR-group

17

250

other

6

🔥DM-NeRF in PyTorch (ICLR 2023)

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

Created 2022-08-12

102 commits to main branch, last one 2 years ago

MOOSE ENHANCE-PET

28

195

gpl-3.0

7

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...

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

Created 2022-03-24

853 commits to main branch, last one 23 hours ago

deformableLKA xmindflow

14

187

unknown

2

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

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

Created 2023-08-16

29 commits to main branch, last one about a year ago

attMPTI Na-Z

31

164

mit

7

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

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

Created 2021-03-18

14 commits to main branch, last one 2 years ago

plane_fit_ground_filter HuangCongQing

22

127

bsd-3-clause

5

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

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

Created 2021-01-28

16 commits to main branch, last one 2 months ago

segmentation_models_3D ZFTurbo

26

125

mit

4

Set of models for segmentation of 3D volumes

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

Created 2020-07-31

46 commits to master branch, last one 4 months ago

dcm-net JonasSchult

16

120

mit

11

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...

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

Created 2020-02-11

7 commits to master branch, last one 4 years ago

ImageLabeler Manchery

42

112

unknown

1

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

Created 2019-09-05

65 commits to master branch, last one 3 years ago

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

18

111

mit

4

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

Created 2020-07-26

57 commits to master branch, last one about a year ago

AGILE3D ywyue

5

94

mit

13

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

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

Created 2023-05-31

22 commits to main branch, last one 3 months ago

SALT UMEssen

5

77

mit

4

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

3d-segmentation hierarchical-labels conditional-probabilities medical-image-segmentation

Created 2024-03-27

25 commits to main branch, last one about a month ago

point-cloud-processing florentPoux

16

60

mit

2

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

3d mesh 3d-models point-cloud 3d-segmentation 3d-deep-learning 3d-reconstruction

Created 2020-11-24

31 commits to main branch, last one 4 months ago

Brain-Tumors-Segmentation faizan1234567

3

54

mit

1

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

brats16 brats17 brats18 brats23 brats2020 segmentation deep-learning 3d-segmentation computer-vision medical-imaging machine-learning brain-tumor-segmentation medical-image-processing

Created 2022-09-03

464 commits to main branch, last one a day ago

elf constantinpape

18

48

mit

8

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

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

Created 2019-08-05

508 commits to master branch, last one about a month ago

MRI-MS-Plaques-Segmentation AliAmini93

2

39

mit

1

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

mri u-net attention-gate 3d-segmentation multiple-sclerosis longitudinal-analysis

Created 2023-12-09

9 commits to main branch, last one 3 months ago

point-transformer engelnico

7

38

unknown

3

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

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

Created 2021-08-24

9 commits to main branch, last one 2 years ago

CPCM lizhaoliu-Lec

3

34

mit

3

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

point-cloud augmentation segmentation context-model 3d-segmentation sparse-annotations pytorch-implementation data-efficient-learning semi-supervised-learning consistency-regularization weakly-supervised-learning weakly-supervised-segmentation

Created 2023-07-16

40 commits to master branch, last one 6 months ago