1d-cnn

There are 2 repositories under 1d-cnn topic.

xiaosongshine / bearing_detection_by_conv1d
[深度应用]·DC竞赛轴承故障检测开源Baseline（基于Keras1D卷积 val_acc:0.99780）
1d-cnn
Language:Python 170
ni79ls / har-keras-cnn
Jupyter Notebook for Human Activity Recognition (HAR) with 1D Convolutional Neural Network in Python and Keras
1d-cnn accelerometer-data har keras keras-tensorflow tensorflow tutorial deep-learning deep-neural-networks deeplearning artificial-intelligence python convolutional-neural-networks data-science
Language:Python 157
GEDI-BDL
langnico / GEDI-BDL
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 lidar gedi waveform deep-learning 1d-convolution 1d-cnn convolutional-neural-networks bayesian-deep-learning deep-ensembles uncertainty-estimation regression
Language:Python 58
felixriese / CNN-SoilTextureClassification
1-dimensional convolutional neural networks (CNN) for the classification of soil texture based on hyperspectral data
soil-texture-classification convolutional-neural-networks hyperspectral-data cnn 1d-cnn classification conference publication publication-code
Language:Python 54
animikhaich / ECG-Atrial-Fibrillation-Classification-Using-CNN
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.
cnn-classification cnn-keras deep-learning ecg ecg-signal classification atrial-fibrillation ecg-signals patient tensorflow 1d-convolution 1d-cnn
Language:Jupyter Notebook 47
Jumabek / net_intrusion_detection
Network intrusion detection with Machine Learning (Deep Learning) experiment : 1d-cnn, softmax, neural networks, convolution
1d-cnn cnn convolutional-neural-networks deep-learning deeplearning detection flow intrusion learning machine machine-learning network network-monitoring networking neural-network pytorch softmax
Language:Jupyter Notebook 35
rsyamil / timeseries-rnn
Time-series forecasting with 1D Conv model, RNN (LSTM) model and Transformer model. Comparison of long-term and short-term forecasts using synthetic timeseries. Sequence-to-sequence formulation.
tutorials lstm 1d-cnn forecasting-models comparison dynamical-systems predictive-modeling rnn keras transformer
Language:Jupyter Notebook 22
kyuyeonpooh / split-learning-1d-cnn
Source codes of paper "Can We Use Split Learning on 1D CNN for Privacy Preserving Training?"
split-learning mit-bih-arrhythmia ecg-classification 1d-cnn
Language:Jupyter Notebook 20
degerliaysen / MultiEchoAI
Myocardial Infarction Detection
1d-cnn cnn-classification convolutional-neural-networks decision-tree-classifier deep-learning echocardiography machine-learning medical-image-analysis myocardial-infarction random-forest svm-classifier heart-attack multi-view
Language:Python 18
mache102 / ma1dcnn-pytorch
PyTorch Implementation of "Understanding and Learning Discriminant Features based on Multiattention 1DCNN for Wheelset Bearing Fault Diagnosis" by Wang et al.
1d-cnn fault-diagnosis python python3 pytorch pytorch-implementation
Language:Python 18
ZFTurbo / classification_models_1D
Classification models 1D Zoo - Keras and TF.Keras
1d-cnn 1d-convolution 1d-model audio-processing keras keras-tensorflow tensorflow
Language:Python 16
harshraj3223 / Automated-Detection-and-Localization-of-Myocardial-Infarction-Research-Project
Classifier for detection and prediction of the type of MI or NORM from 12-lead ECG beats.
deeplearning 1d-cnn bilstm myocardial-infarction 12-lead-ecg-beats rnn feature-extraction ecg-classification
Language:Jupyter Notebook 13
moharamfatema / heartbeat-sounds
Heart Sound Segmentation And Classification | Kaggle Competition
1d-cnn classification convolutional-neural-networks deep-learning heartbeat jupyter-notebook kaggle-competition kaggle-dataset keras librosa machine-learning neural-network python-3 regression segmentation tensorflow2
Language:Jupyter Notebook 11
yuchengml / MTC
Implementation of a multi-task model for encrypted network traffic classification based on transformer and 1D-CNN.
1d-cnn transformer multi-task-learning encrypted-traffic-classification iscx-vpn-non-vpn wandb pytorch
Language:Python 11
cserajdeep / 1DCNN-IRIS-PyTorch
1 Dimensional Convolutional Neural Network for Iris dataset classification
cnn-classification 1d-cnn deep-neural-networks classification iris-dataset pytorch python
Language:Jupyter Notebook 10
raf545 / BioKey---Keystroke-dynamics-for-user-authentication
Our project considers various machine learning and deep learning techniques like CNN and RNN based on free-text keystroke features for user authentication. Moreover, we will develop a simple UI to test new users.
lstm 1d-cnn keystroke-dynamics python keras-tensorflow
Language:Jupyter Notebook 10
Sakib1263 / MobileNet-1D-2D-Tensorflow-Keras
Supported Models: MobileNet [V1, V2, V3_Small, V3_Large] (Both 1D and 2D versions with DEMO, for Classification and Regression)
machine-learning deep-learning convolutional-neural-networks classification regression 1d-cnn 2d-cnn tensorflow2 keras-tensorflow python3 mobilenet mobilenetv2 mobilenetv3-large mobilenetv3-small demo jupyter-notebook end-to-end-pipeline
Language:Jupyter Notebook 8
arorabhavna / COVID19-Forecasting
An attempt to forecast the upcoming cases for CoVID19 in India using 1D-CNN, LSTM and BRNN based model . The dataset has been taken from the Kaggle Competition https://www.kaggle.com/covid19
1d-cnn lstm brnn
Language:Jupyter Notebook 6
Computational-Imaging-LAB / 1DCNN-Glioma-1H-MRS
IDH and TERTp mutation classification in gliomas using 1D-CNN with MRS data.
1d-convolution 1d-cnn mrs mrshub mutation classification
Language:Python 5
longxiaomi / biendata_astrodata19_1_st_solution
Biendata astradata competition 1st place solution. (https://www.biendata.com/competition/astrodata2019/)
classification-algorithm 1d-cnn vlad se-net model-ensemble
Language:Python 4
shreyas-muralidhara / UCI-Cardiac-Arrhythmia-Classification
Predict the type of arrhythmia based on Electro-cardiogram (ECG) tool using machine learning models and algorithms.
uci-machine-learning cardiac-arrhythmia svm-classifier k-fold knn-classifier mlp-classifier 1d-cnn
Language:Jupyter Notebook 4
silmae / AsTherCorNN
Neural network -based thermal excess correction for resolved asteroid spectral radiances in near-infrared
1d-cnn asteroids near-earth-objects near-infrared-spectroscopy neural-network regression spectral-imaging
Language:Python 3
TATU-hacker / NIDS-1D_CNN-GA_PSO
Hyperparameter Optimization for 1D-CNN-Based Network Intrusion Detection Using GA and PSO
1d-cnn convolutional-neural-network ga genetic-algorithm hyperparameter-optimization intrusion-detection-system nids particle-swarm-optimization pso
Language:Jupyter Notebook 3
janbrederecke / fog
Kaggle solution. Public repository for my 8th place solution to the Parkinson's Freezing of Gait competition.
1d-cnn deep-learning freezing-of-gait kaggle resnet
Language:Python 2
shbaydadaev / ICN
Impulse Classification Network (ICN) for video Head Impulse Test
time-seri 1d-convolution 1d-cnn neural-network deep-neural-networks
Language:Python 2
aswathyrk93 / LAMP_CODE
Contains code for Adaptive protection platform in Smart grids
1d-cnn cnn-keras fault-classification fault-detection gaussian-processes gpytorch sklearn smartgrid svm-classifier unsupervised-learning topology-estimation
Language:Jupyter Notebook 1
NamrataThakur / Human-Activity-Recognition
Implemented Divide and Conquer-Based 1D CNN approach that identifies the static and dynamic activities separately. The final stacked model gave an accuracy of 93% without the test data sharpening process.
human-activity-recognition lstm-neural-networks divide-and-conquer 1d-cnn deep-learning python-3
Language:Jupyter Notebook 1
Ray16 / ALCF_AI_Hackathon_Team_Borides
This repo contains code used to tackle Challenge I of AI Hackathon
1d-cnn variational-autoencoder
Language:PureBasic 1
Aniket-tempest / HAR-Employee-Identification
Human Activity Recognition from Smartphone Data using Machine Learning and Sequential Deep Learning Techniques
1d-cnn activity-recognition deep-learning human-activity-recognition lstm machine-learning time-series
Language:Jupyter Notebook 0
arvidfalch / RawAudio_e2e
Raw Audio End-to-End Deep Learning Architectures for Sound Event Detection
1d-cnn audio-analysis crnn-tensorflow sed
Language:Jupyter Notebook 0
omcandido / forex-direction-predictor
1D-CNN that predicts the direction of the EURUSD pair.
1d-cnn binary-options deep-learning eurusd forex
Language:Jupyter Notebook 0
surendra093 / Rainfall_prediction
Hybrid Deep Learning Approach for Monthly Rainfall Prediction Using Endogenous property and global Climatic Indices
deep-learning 1d-cnn time-series datapreprocessing keras-tensorflow
Language:Jupyter Notebook 0
Harbim001 / Analysing_Nigerian_Music_Growth_Globally
This research study employs a mixed-methods approach to analyze the global growth of Nigerian music, utilizing data from Spotify, UK Charts, and the Billboard Hot 100. Various data analysis techniques like descriptive statistics and sentiment analysis are applied, alongside predictive models like 1D CNN and Decision Trees.
1d-cnn billboard-charts cnn-classification data-science data-visualization decision-trees python scraping-websites spotify-api spotify-playlist
Language:Python

1d-cnn

xiaosongshine / bearing_detection_by_conv1d

ni79ls / har-keras-cnn

langnico / GEDI-BDL

felixriese / CNN-SoilTextureClassification

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

Jumabek / net_intrusion_detection

rsyamil / timeseries-rnn

kyuyeonpooh / split-learning-1d-cnn

degerliaysen / MultiEchoAI

mache102 / ma1dcnn-pytorch

ZFTurbo / classification_models_1D

harshraj3223 / Automated-Detection-and-Localization-of-Myocardial-Infarction-Research-Project

moharamfatema / heartbeat-sounds

yuchengml / MTC

cserajdeep / 1DCNN-IRIS-PyTorch

raf545 / BioKey---Keystroke-dynamics-for-user-authentication

Sakib1263 / MobileNet-1D-2D-Tensorflow-Keras

arorabhavna / COVID19-Forecasting

Computational-Imaging-LAB / 1DCNN-Glioma-1H-MRS

longxiaomi / biendata_astrodata19_1_st_solution

shreyas-muralidhara / UCI-Cardiac-Arrhythmia-Classification

silmae / AsTherCorNN

TATU-hacker / NIDS-1D_CNN-GA_PSO

janbrederecke / fog

shbaydadaev / ICN

aswathyrk93 / LAMP_CODE

NamrataThakur / Human-Activity-Recognition

Ray16 / ALCF_AI_Hackathon_Team_Borides

Aniket-tempest / HAR-Employee-Identification

arvidfalch / RawAudio_e2e

omcandido / forex-direction-predictor

surendra093 / Rainfall_prediction

Harbim001 / Analysing_Nigerian_Music_Growth_Globally