Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementations.
☆72Mar 7, 2019Updated 7 years ago
Alternatives and similar repositories for sEMG-Neural-Net
Users that are interested in sEMG-Neural-Net are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆124Jul 9, 2020Updated 5 years ago
- sEMG-based gesture recognition using deep learnig☆453Apr 21, 2021Updated 4 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆39Sep 8, 2018Updated 7 years ago
- SDK of sEMG function of matlab☆18Feb 14, 2017Updated 9 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Jun 7, 2023Updated 2 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click and start building anything your business needs.
- ☆34Jan 28, 2019Updated 7 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆71Oct 31, 2024Updated last year
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆11Mar 14, 2019Updated 7 years ago
- published in Biomedical Signal Processing and Control☆13May 16, 2020Updated 5 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆24Sep 7, 2021Updated 4 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆43Apr 20, 2020Updated 5 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆32Jul 17, 2024Updated last year
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 8 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆107Jan 11, 2021Updated 5 years ago
- A synthetic approach is proposed for hand motion recognition with surface EMG signals. We used CNN features which were automatically extr…☆20Feb 21, 2019Updated 7 years ago
- GANs for generating EMG signals☆89Apr 21, 2020Updated 5 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆39Jun 8, 2020Updated 5 years ago
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 7 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆23May 10, 2023Updated 2 years ago
- Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3☆34Sep 6, 2023Updated 2 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆20Apr 25, 2023Updated 2 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 6 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆42Sep 28, 2021Updated 4 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆47Jan 23, 2024Updated 2 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Dec 27, 2022Updated 3 years ago
- Using myo armband to collect、☆13Dec 25, 2017Updated 8 years ago
- 基于MYO的表面肌电数据采集与分析程序☆13Oct 20, 2019Updated 6 years ago
- DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- 肌电信号深度学习毕业论文☆57Apr 2, 2025Updated 11 months ago
- This repository contains files for python communication with OTBioelettronica 64 device and it's freely available for all customers that …☆13Feb 13, 2024Updated 2 years ago
- Toolbox for processing the EMG signals from MYO armband☆11May 19, 2020Updated 5 years ago
- Repository containing the code for the paper: "TouchSense: Classifying Finger Touches and Measuring their Force with an Electromyography …☆11Oct 31, 2018Updated 7 years ago
- ☆25May 29, 2025Updated 9 months ago
- This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to i…☆88Dec 30, 2020Updated 5 years ago
- A set of standard ECG processing features described in 'Support vector machine-based arrhythmia classification using reduced features of …☆11Sep 1, 2018Updated 7 years ago