larocs / EMG-GAN
GANs for generating EMG signals
☆82Updated 4 years ago
Alternatives and similar repositories for EMG-GAN:
Users that are interested in EMG-GAN are comparing it to the libraries listed below
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆96Updated 4 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆59Updated 5 years ago
- ☆31Updated 2 years ago
- Improved sEMG-based gesture recognition☆57Updated 5 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆100Updated 4 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆23Updated 5 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆55Updated 5 months ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆34Updated 3 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆25Updated 2 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Updated 7 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆63Updated 6 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆33Updated 5 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆36Updated 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…☆45Updated 5 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆29Updated 3 years ago
- ☆17Updated last year
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆21Updated 3 months ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆37Updated last year
- 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
- Surface electromyography based gesture recognition based on dual-stream CNN☆10Updated last year
- This is BandMyo Dataset for sEMG based gesture recognition☆11Updated 4 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆12Updated 5 years ago
- ☆17Updated 5 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆23Updated 5 years ago
- A sample python package deployment utility for NINAPRO dataset.☆11Updated last year
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆10Updated 5 months ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆16Updated last year
- 肌电信号深度学习毕业论文☆40Updated 2 weeks ago