SebastianRestrepoA / EMG-pattern-recognitionLinks
☆26Updated 5 years ago
Alternatives and similar repositories for EMG-pattern-recognition
Users that are interested in EMG-pattern-recognition are comparing it to the libraries listed below
Sorting:
- Decomposition of sEMG signals via Blind Source Separation☆12Updated 2 months ago
- Code for extraction of muscle synergies from EMG activity. The rShiftNMF algorithm decomposes the EMG into a set of neural commands (H) a…☆22Updated 6 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆63Updated 6 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆62Updated 8 months 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…☆80Updated 4 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆103Updated 4 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆25Updated 3 years ago
- GANs for generating EMG signals☆87Updated 5 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆34Updated 6 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆18Updated last year
- Code repository for emg2pose dataset and model benchmarks☆143Updated 6 months ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆32Updated 2 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆28Updated 3 years ago
- ☆12Updated 4 years ago
- A deep latent generative model for learning biosystems☆18Updated 2 years ago
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆39Updated 5 months ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆35Updated 3 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆31Updated 3 years ago
- A package for decomposing multi-channel EMG signals into individual motor unit activity.☆31Updated 3 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆37Updated 6 years ago
- Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.☆26Updated 3 years ago
- A sample python package deployment utility for NINAPRO dataset.☆13Updated last year
- App to decompose electromyographic signals and manually edit the motor unit pulse trains☆32Updated 10 months ago
- Convert Xsens Dot data to OpenSense readable format☆29Updated 2 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆106Updated 5 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆41Updated 5 years ago
- Improved sEMG-based gesture recognition☆62Updated 5 years ago
- ☆44Updated 3 weeks ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆11Updated 2 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆26Updated 6 months ago