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1d-convolution

Here are 47 public repositories matching this topic...

nnAudio

KinWaiCheuk / nnAudio

Audio processing by using pytorch 1D convolution network

neural-network pytorch spectrogram stft preprocessing audio-processing melspectrogram cqt-spectrogram 1d-convolution spectrogram-conversion-toolbox

Updated Feb 13, 2024
Python

LahiruJayasinghe / RUL-Net

Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine

regression convolutional-neural-networks sensor-fusion remaining-useful-life long-short-term-memory 1d-convolution lstm-cnn augmentaiton

Updated Oct 2, 2020
Python

yoyololicon / pytorch-NMF

A pytorch package for non-negative matrix factorization.

gpu pytorch nmf em-algorithm kl-divergence nonnegative-matrix-factorization 1d-convolution beta-divergence plca siplca

Updated Jul 9, 2023
Python

oravus / seqNet

SeqNet: Code for the RA-L (ICRA) 2021 paper "SeqNet: Learning Descriptors for Sequence-Based Hierarchical Place Recognition"

localization deep-learning sequential snow place-recognition temporal visual-place-recognition 1d-convolution day-night

Updated Jan 27, 2024
Python

xiaosongshine / ECG_challenge_baseline_keras

[深度应用]·首届中国心电智能大赛初赛开源Baseline（基于Keras val_acc: 0.88）

keras 1d-convolution ecg-classification

Updated Oct 14, 2019
Python

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".

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

Updated Nov 4, 2021
Python

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.

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

Updated Mar 21, 2021
Jupyter Notebook

TF-1D-2D-ResNetV1-2-SEResNet-ResNeXt-SEResNeXt

Sakib1263 / TF-1D-2D-ResNetV1-2-SEResNet-ResNeXt-SEResNeXt

Models supported: ResNet, ResNetV2, SE-ResNet, ResNeXt, SE-ResNeXt [layers: 18, 34, 50, 101, 152] (1D and 2D versions with DEMO for Classification and Regression).

demo machine-learning deep-learning pipeline jupyter-notebook python3 resnet regression-models resnext 2d-convolution keras-tensorflow classification-model 1d-convolution seresnet seresnext tensorflow2

Updated Jan 27, 2022
Jupyter Notebook

Sakib1263 / Inception-InceptionResNet-SEInception-SEInceptionResNet-1D-2D-Tensorflow-Keras

Models Supported: Inception [v1, v2, v3, v4], SE-Inception, Inception_ResNet [v1, v2], SE-Inception_ResNet (1D and 2D version with DEMO for Classification and Regression)

Updated Feb 9, 2022
Jupyter Notebook

linksense / ConvolutionaNeuralNetworksToEnhanceCodedSpeech

In this work we propose two postprocessing approaches applying convolutional neural networks (CNNs) either in the time domain or the cepstral domain to enhance the coded speech without any modification of the codecs. The time domain approach follows an end-to-end fashion, while the cepstral domain approach uses analysis-synthesis with cepstral d…

keras cnn generative-adversarial-network gan post-processing mfcc speech-processing wasserstein-gan speech-enhancement speech-reconstruction 1d-convolution

Updated Mar 8, 2020
Python

Bsingstad / PhysioNet-CinC-Challenge2020-TeamUIO

Public repository associated with: Convolutional Neural Network and Rule-Based Algorithms for Classifying 12-lead ECGs

deep-neural-networks ecg time-series-classification 1d-convolution cardiovascular-diseases

Updated Jan 8, 2024
Jupyter Notebook

harryjdavies / Python1D_CNNs

1D convolutional neural networks for activity recognition in python.

machine-learning ai keras activity-recognition pytorch classification cnn-keras 1d-convolution cnn-pytorch

Updated Apr 24, 2020
Python

ZFTurbo / classification_models_1D

Classification models 1D Zoo - Keras and TF.Keras

tensorflow keras audio-processing keras-tensorflow 1d-model 1d-convolution 1d-cnn

Updated Aug 7, 2022
Python

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

Models Supported: VGG11, VGG13, VGG16, VGG16_v2, VGG19 (1D and 2D versions with DEMO for Classification and Regression).

demo machine-learning deep-neural-networks deep-learning pipeline jupyter-notebook python3 vgg vgg16 vgg19 2d-convolution keras-tensorflow classification-model 1d-convolution vgg11 tensorflow2 regression-model

Updated Nov 25, 2021
Jupyter Notebook

xrafael / ecgPpg2Art

Predict blood pressure (systolic and diastolic) rythm from ECG and pulse oximeter signals

deep-learning lstm autoencoder signal-generation 1d-convolution

Updated Feb 7, 2019
Jupyter Notebook

nildip / DeepLearn_UrbanSoundClassification

Set of 1D CNN models to classify sound clips from the Urban Sound Classification dataset using Keras and Librosa

deep-learning neural-network keras deeplearning urban-sound-classification 1d-convolution

Updated Aug 23, 2018
Python

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

IDH and TERTp mutation classification in gliomas using 1D-CNN with MRS data.

mrs mutation classification 1d-convolution 1d-cnn mrshub

Updated May 18, 2022
Python

purelyvivid / AIA_st2_kaggle_ml4

用Tensorflow2.0進行外匯收盤價預測, 使用LSTM, 1d-CNN, Seq2Seq

lstm stock-price-prediction seq2seq 1d-convolution tensorflow-2

Updated Oct 24, 2019
Jupyter Notebook

wmylxmj / Deep-Piano

Play The Piano With Deep Learning 用深度学习弹钢琴 2019-5-22

deep-learning midi piano music-generator sequence-models 1d-convolution sequence-generator

Updated Mar 15, 2021
Python

nikopetr / one-dimensional-convolution

1-D convolution implementation using Python and CUDA

python cuda convolution 1d-convolution

Updated Nov 5, 2020
Python

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