1d-convolution topic

List 1d-convolution repositories

nnAudio

968
Stars
90
Forks
Watchers

Audio processing by using pytorch 1D convolution network

RUL-Net

213
Stars
70
Forks
Watchers

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

pytorch-NMF

220
Stars
24
Forks
Watchers

A pytorch package for non-negative matrix factorization.

seqNet

91
Stars
12
Forks
Watchers

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

ECG_challenge_baseline_keras

71
Stars
35
Forks
Watchers

[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)

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.

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 modificatio...

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).

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)

GEDI-BDL

60
Stars
26
Forks
Watchers

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".