3d-classification

Here are 11 public repositories matching this topic...

QingyongHu / SoTA-Point-Cloud

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🔥Deep Learning for 3D Point Clouds (IEEE TPAMI, 2020)

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

Updated Jun 23, 2020

maggie0106 / Graph-CNN-in-3D-Point-Cloud-Classification

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Code for A GRAPH-CNN FOR 3D POINT CLOUD CLASSIFICATION (ICASSP 2018)

graph point-cloud convolutional-neural-networks graph-convolutional-networks gcn pointcloud gcnn graph-convolutional-network graph-cnn 3d-classification graph-convolutional-neural-networks

Updated Sep 19, 2018
Python

anindox8 / Deep-Segmentation-Features-for-Weakly-Supervised-3D-Disease-Classification-in-Chest-CT

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Weakly supervised 3D classification of multi-disease chest CT scans using multi-resolution deep segmentation features via dual-stage CNN architecture (DenseVNet, 3D Residual U-Net).

deep-learning convolutional-neural-networks multi-resolution weakly-supervised-learning resnet50 3d-classification tensorflow-estimator ct-imaging segmentation-features densevnet lung-disease feature-aggregation

Updated Jun 18, 2020
Python

minzhang-1 / PointHop

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PointHop: An Explainable Machine Learning Method for Point Cloud Classification

machine-learning point-cloud classification feedforward 3d-classification

Updated Jun 3, 2020
Python

nikitakaraevv / pointnet

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

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

Updated May 26, 2020
Jupyter Notebook

RuochenLiu / 3D-Classification-Based-On-Rendered-Videos

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ModelNet10 classification method based on rendered videos.

convolutional-neural-networks 3d-classification princeton-modelnet rendered-videos

Updated Aug 20, 2019
Python

minzhang-1 / PointHop2

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PointHop++: A Lightweight Learning Model on Point Sets for 3D Classification

point-cloud classification 3d-graphics 3d-classification

Updated May 19, 2020
Python

lukereichold / 3D-MNIST-S4TF

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3D MNIST Point Cloud Classifier using 3D ConvNet with Swift for TensorFlow

swift tensorflow jupyter-notebook cnn mnist-classification convolutional-neural-networks 3d-classification 3d-object-detection swift-for-tensorflow s4tf 3dmnist

Updated Jul 3, 2020
Jupyter Notebook

kondratevakate / mri-epilepsy-segmentation

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Automated detection of focal cortical dysplasia

detection mri segmentation mri-images 3d-models medical-image-processing medical-image-analysis fader-networks 3d-classification pytorch-deeplearning 3d-autoencoders

Updated Jun 8, 2020
Jupyter Notebook

kim-younghan / RandAugment3D

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RandAugment process for point cloud data to handle with 3D classification task

machine-learning deep-learning data-augmentation 3d-classification autoaugment

Updated Mar 31, 2020
Python

minzhang-1 / PointHop-PointHop2_Spark

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A fast and low memory requirement version of PointHop and PointHop++, which is built upon Apache Spark.

python spark point-cloud pyspark feature-extraction pca classification knn 3d least-square-regression 3d-classification

Updated May 27, 2020
Python

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