shayanalibhatti / Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-HandView on GitHub
This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to imitate the classified movement
☆88Dec 30, 2020Updated 5 years ago
Alternatives and similar repositories for Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-Hand
Users that are interested in Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-Hand 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)☆129Jul 9, 2020Updated 5 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 years ago
- Myo armband machine learning EMG dataset of various hand gestures☆20Jan 27, 2026Updated 4 months ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆75Oct 31, 2024Updated last year
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- ☆31Apr 3, 2023Updated 3 years ago
- ☆227Apr 21, 2017Updated 9 years ago
- sEMG-based gesture recognition using deep learnig☆466Apr 21, 2021Updated 5 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆10Mar 14, 2019Updated 7 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 7 years ago
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- ☆97Feb 17, 2022Updated 4 years ago
- ☆16Apr 7, 2023Updated 3 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
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆41Jun 8, 2020Updated 6 years ago
- ☆26Jun 24, 2020Updated 5 years ago
- matlab functions for processing electromyography signals☆47Apr 18, 2021Updated 5 years ago
- Custom gesture recognition with the Myo Armband by implementing scikit-learn machine learning models☆13Nov 9, 2018Updated 7 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆19May 7, 2023Updated 3 years ago
- Access data from Thalmic Labs' Myo Gesture Control Armband in m-code!☆35Oct 28, 2022Updated 3 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆12Apr 12, 2021Updated 5 years ago
- Improved sEMG-based gesture recognition☆67Nov 25, 2019Updated 6 years ago
- 为肌电信号的处理和分类工具。☆33Oct 16, 2017Updated 8 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- Codes for working with the "EEG Alpha Waves Dataset" developed at the GIPSA-lab☆21Oct 1, 2024Updated last year
- MyoConnect alternative for the Myo Armband with OSC protocol☆31Apr 2, 2019Updated 7 years ago
- GANs for generating EMG signals☆88Apr 21, 2020Updated 6 years ago
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆14May 23, 2023Updated 3 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆49Jan 23, 2024Updated 2 years ago
- This library provides gesture detection functionality using almost exclusively the IMU data of the Myo Armband.☆30Oct 12, 2015Updated 10 years ago
- Data acquisition and visualization tool for Myo Armband☆25Aug 24, 2021Updated 4 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 8 years ago
- This repository contains a set of Matlab scripts to process EEG and EMG signals (feature extraction, spectral analysis, ...).☆28Jul 8, 2021Updated 4 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Lightweight Self-Supervised Monocular Depth Estimation Based on Transformer☆27Apr 14, 2026Updated 2 months ago
- Measure an electrocardiogram (ECG) with an Arduino Uno and an Olimex-EKG-EMG-Shield and calculate the heart rate variability afterward.☆15Nov 30, 2022Updated 3 years ago
- Direct bluetooth connection between Linux and Myo armband using Bluegiga BGAPI/BGLib☆52Jan 28, 2017Updated 9 years ago
- Using CNN features, SVM classifier and Transfer Learning☆12Jan 15, 2016Updated 10 years ago
- A list of all third party code written for the Myo armband☆116Sep 25, 2016Updated 9 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 years ago
- These algorithms give the ability to use Arduino with BITalino ECG, EMG and EDA sensors to create some biomedical projects without the bi…☆12Jul 27, 2019Updated 6 years ago