3d-cnn topic

List 3d-cnn repositories

elektronn3

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A PyTorch-based library for working with 3D and 2D convolutional neural networks, with focus on semantic segmentation of volumetric biomedical image data

SLR

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isolated & continuous sign language recognition using CNN+LSTM/3D CNN/GCN/Encoder-Decoder

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...

Squeeze-and-Recursion-Temporal-Gates

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Code for : [Pattern Recognit. Lett. 2021] "Learn to cycle: Time-consistent feature discovery for action recognition" and [IJCNN 2021] "Multi-Temporal Convolutions for Human Action Recognition in Video...

deeprank

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This repository has been integrated in https://github.com/DeepRank/deeprank2

HybridSN-pytorch

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A pytorch based implementation of Hybrid-Spectral-Net as in IEEE GRSL paper "HybridSN: Exploring 3D-2D CNN Feature Hierarchy for Hyperspectral Image Classification".

Data_fusion_HSI_LiDAR

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HSI and LiDAR image fusion based on Deep Learning

VisualActionKit

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Human action classification for video, offline and natively on iOS via Core ML

Class_Feature_Visualization_Pyramid

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[ICCVW 2019] PyTorch code for Class Visualization Pyramid for intpreting spatio-temporal class-specific activations throughout the network

[ICIP 2019] Implementation of Saliency Tubes for 3D Convolutions in Pytoch and Keras to localise the focus spatio-temporal regions of 3D CNNs.