nccvector / Electro-Myography-EMG-Dataset
This dataset contains ~7000 samples of finger motion taken with myo armband (8 electrodes)
☆22Updated 5 years ago
Related projects: ⓘ
- 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
- Gesture Recognition by Instantaneous Surface EMG Images☆43Updated 6 years ago
- ☆15Updated 5 years ago
- GANs for generating EMG signals☆70Updated 4 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…☆71Updated 3 years ago
- An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier☆16Updated 6 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆54Updated 5 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆20Updated last year
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆38Updated 4 years ago
- Simple Python interface to the Delsys wireless EMG system☆35Updated 5 years ago
- sEMG feature extract and visual tools☆10Updated 5 years ago
- EMG feature calculator for putEMG dataset☆10Updated 4 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆46Updated last year
- This is BandMyo Dataset for sEMG based gesture recognition☆10Updated 3 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆30Updated 5 years ago
- ☆16Updated last year
- A real-time signal processing library for EMG sensors. View the README.md to see raw vs. processed signals!☆96Updated 6 years ago
- Convolutional Neural Networks On Ninapro datasets☆15Updated 6 years ago
- A feature extraction toolbox for EMG signals written in MATLAB☆30Updated 7 years ago
- Code for extraction of muscle synergies from EMG activity. The rShiftNMF algorithm decomposes the EMG into a set of neural commands (H) a…☆17Updated 6 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆79Updated 4 years ago
- SDK of sEMG function of matlab☆18Updated 7 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆30Updated 5 years ago
- A Python 3 toolbox to develop Brain-Computer Interfaces (BCI)☆67Updated 5 years ago
- Demonstrate the code used in "Using Recurrent Neural Networks for P300-Based Brain-Computer Interface"☆30Updated 6 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆31Updated 2 years ago
- ☆29Updated last year
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆20Updated 2 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆53Updated 5 years ago
- ☆83Updated 2 years ago