Search Results - RepositoryStats

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Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras

har keras 1d-cnn python tutorial tensorflow data-science deeplearning deep-learning keras-tensorflow accelerometer-data deep-neural-networks artificial-intelligence convolutional-neural-networks

Created 2018-09-04

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

GEDI-BDL langnico

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This repository provides the code used to create the results presented in "Global canopy height regression and uncertainty estimation from GEDI LIDAR waveforms with deep ensembles".

cnn gedi lidar 1d-cnn waveform regression deep-learning 1d-convolution deep-ensembles bayesian-deep-learning uncertainty-estimation convolutional-neural-networks

Created 2021-07-21

2 commits to main branch, last one 3 years ago

CNN-SoilTextureClassification felixriese

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mit

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1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data

cnn 1d-cnn conference publication classification publication-code hyperspectral-data soil-texture-classification convolutional-neural-networks

Created 2019-01-15

45 commits to master branch, last one 2 years ago

ECG-Atrial-Fibrillation-Classification-Using-CNN animikhaich

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mit

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This is a CNN based model which aims to automatically classify the ECG signals of a normal patient vs. a patient with AF and has been trained to achieve up to 93.33% validation accuracy.

ecg 1d-cnn patient cnn-keras ecg-signal tensorflow ecg-signals deep-learning 1d-convolution classification cnn-classification atrial-fibrillation

Created 2019-03-29

8 commits to master branch, last one 3 years ago

MTC yuchengml

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mit

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Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.

wandb 1d-cnn pytorch transformer iscx-vpn-non-vpn multi-task-learning encrypted-traffic-classification

Created 2023-12-03

5 commits to main branch, last one 12 months ago

ma1dcnn-pytorch mache102

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PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis" by Wang et al.

1d-cnn python python3 pytorch fault-diagnosis pytorch-implementation

Created 2023-09-25

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