g1y5x3 / sEMG_CNN_LSTMLinks
☆19Updated 2 years ago
Alternatives and similar repositories for sEMG_CNN_LSTM
Users that are interested in sEMG_CNN_LSTM are comparing it to the libraries listed below
Sorting:
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆63Updated 9 months ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆108Updated 5 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆34Updated 6 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆11Updated 2 years ago
- Improved sEMG-based gesture recognition☆62Updated 5 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆63Updated 6 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆11Updated 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
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆67Updated 6 years ago
- ☆18Updated 6 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25Updated 6 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆32Updated 3 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆41Updated 5 years ago
- GANs for generating EMG signals☆89Updated 5 years ago
- SDK of sEMG function of matlab☆18Updated 8 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆36Updated 3 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆105Updated 4 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Updated 2 years ago
- ☆32Updated 2 years ago
- ☆32Updated 6 years ago
- ☆12Updated 4 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24Updated 6 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆26Updated last year
- 肌电信号深度学习毕业论文☆49Updated 4 months ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆13Updated 5 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆41Updated last year
- Surface EMG signal - Feature Extraction☆28Updated 4 years ago
- A sample python package deployment utility for NINAPRO dataset.☆13Updated last year
- This toolbox offers 30 types of EEG feature extraction methods (HA, HM, HC, and etc.) for Electroencephalogram (EEG) applications.☆89Updated 4 years ago