a-moin / flexemg
An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier
☆17Updated 6 years ago
Related projects ⓘ
Alternatives and complementary repositories for flexemg
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆23Updated 3 years ago
- matlab functions for processing electromyography signals☆40Updated 3 years ago
- ☆15Updated 5 years ago
- sEMG function in MATLAB☆19Updated 5 years ago
- SDK of sEMG function of matlab☆18Updated 7 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆10Updated 3 years ago
- ☆27Updated 5 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆56Updated 5 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆32Updated 5 years ago
- A real-time signal processing library for EMG sensors. View the README.md to see raw vs. processed signals!☆101Updated 6 years ago
- ☆16Updated last year
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆88Updated 4 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆32Updated 5 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆15Updated last year
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 years ago
- Parallel signal feature extraction code. The code was originally written for sEMG, but it can be applied to other data arranged as multip…☆41Updated 5 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆56Updated 5 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆22Updated 5 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆86Updated 3 years ago
- Decomposition of sEMG signals via Blind Source Separation☆12Updated last year
- ☆11Updated last year
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- Convolutional Neural Networks On Ninapro datasets☆15Updated 6 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆43Updated 6 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆20Updated last year
- Improved sEMG-based gesture recognition☆55Updated 5 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆31Updated 3 years ago
- ☆18Updated 2 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆22Updated 2 years ago
- shayanalibhatti / Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-HandThis repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to i…☆74Updated 3 years ago