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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

pointnet nikitakaraevv

67

256

apache-2.0

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PyTorch implementation of "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593

pytorch pointnet point-cloud segmentation deep-learning classification computer-vision 3d-classification

Created 2019-11-24

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

OpenShape_code Colin97

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244

apache-2.0

9

official code of “OpenShape: Scaling Up 3D Shape Representation Towards Open-World Understanding”

3d point-cloud 3d-understanding image-generation 3d-classification 3d-shape-retrieval point-cloud-caption zero-shot-retrieval zero-shot-classification

Created 2023-05-18

26 commits to master branch, last one 10 months ago

Coronary-Artery-Tracking-via-3D-CNN-Classification BubblyYi

40

190

mit

7

The PyTorch re-implement of a 3D CNN Tracker to extract coronary artery centerlines with state-of-the-art (SOTA) performance. (paper: 'Coronary artery centerline extraction in cardiac CT angiography u...

3d-cnn vessel pytorch centerline blood-vessel deep-learning 3d-cnn-tracker coronary-artery 3d-classification centerline-detection centerline-extraction medical-image-processing

Created 2020-08-07

23 commits to master branch, last one 3 years ago

classification_models_3D ZFTurbo

29

155

mit

7

Set of models for classifcation of 3D volumes

keras deep-learning 3d-classification image-classification

Created 2020-07-17

87 commits to master branch, last one 6 months ago

3D_STEP_Classification divanoLetto

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63

unknown

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A new approach for retrieval and classification of 3D models that directly performs in the CAD format without any format conversion to other representations like point clouds of meshes, thus avoiding ...

cad pytorch cad-retrieval machine-learning 3d-classification cad-classification graph-neural-networks

Created 2022-09-29

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

timm_3d ZFTurbo

3

40

unknown

3

PyTorch Volume Models for 3D data

vgg timm 3d-vgg maxvit pytorch 3d-maxvit 3d-models 3d-resnet efficientnet classification densenet-pytorch 3d-classification pretrained-models 3d-convolutional-network

Created 2024-03-04

7 commits to main branch, last one 3 months ago

point-transformer engelnico

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37

unknown

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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