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This repository contains some python code of some traditional change detection methods or provides their original websites, such as SFA, MAD, and some deep learning-based change detection methods, …

Python 478 102 Updated Nov 8, 2021

Wavelet scattering transforms in Python with GPU acceleration

Python 776 138 Updated Jan 28, 2025

Pytorch implementation of 2D Discrete Wavelet (DWT) and Dual Tree Complex Wavelet Transforms (DTCWT) and a DTCWT based ScatterNet

Python 1,008 150 Updated Aug 2, 2023

Discrete fourier transform (DFT) and discrete wavelet transform (DWT) to denoise white noise

Jupyter Notebook 9 2 Updated May 8, 2020

DWT Signal Denoising

Jupyter Notebook 4 1 Updated Jul 25, 2020
Python 31 5 Updated Apr 3, 2023

Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.

Python 26 5 Updated Feb 7, 2023

Improved sEMG-based gesture recognition

Python 56 11 Updated Nov 25, 2019

Multi-view CNN (MVCNN) for shape recognition

MATLAB 376 133 Updated Jan 3, 2019

Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"

Python 58 13 Updated May 16, 2019

OpenVINO™ is an open-source toolkit for optimizing and deploying AI inference

C++ 7,683 2,392 Updated Jan 30, 2025

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Python 498 180 Updated Jun 28, 2020

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Python 103 34 Updated Mar 1, 2019

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Python 139 48 Updated Mar 1, 2019

中文文本分类,TextCNN,TextRNN,FastText,TextRCNN,BiLSTM_Attention,DPCNN,Transformer,基于pytorch,开箱即用。

Python 5,446 1,239 Updated Sep 23, 2020

Codebase for the paper LSTM Fully Convolutional Networks for Time Series Classification

Python 767 264 Updated Mar 1, 2019
Python 7 Updated Feb 25, 2021

Python functions to aid working with the NINAPRO databases (1 & 2)

Python 3 1 Updated May 27, 2017

A sample python package deployment utility for NINAPRO dataset.

Python 11 Updated Jan 29, 2024
Python 1 Updated May 9, 2022

Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.

Python 23 7 Updated May 28, 2019

Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)

Python 94 16 Updated Jul 9, 2020

A custom sEMG dataset developed with the Myo Armband for hand gesture classification

Jupyter Notebook 39 3 Updated Apr 20, 2020

Python functions and important data for working on NinaPro database 1 & 2

Python 22 8 Updated Dec 27, 2022

Time series Timeseries Deep Learning Machine Learning Python Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai

Jupyter Notebook 5,407 672 Updated Jan 20, 2025

Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.

Python 34 1 Updated Sep 28, 2021

Time Series Feature Extraction using Deep Learning

Python 56 8 Updated Mar 5, 2024

The code ruproduced the emotion recognition model, 2D CNN LSTM networks, which based on <Speechemotionrecognitionusingdeep1D&2DCNNLSTMnetworks>, Jianfeng Zhao et.

Python 23 4 Updated Feb 16, 2021

A pytorch implementation of Speech emotion recognition using deep 1D & 2D CNN LSTM networks

Python 25 3 Updated Oct 4, 2023
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