suzhilong / sEMG
sEMG feature extract and visual tools
☆10Updated 5 years ago
Alternatives and similar repositories for sEMG:
Users that are interested in sEMG are comparing it to the libraries listed below
- 基于MYO的表面肌电数据采集与分析程序☆12Updated 5 years ago
- SDK of sEMG function of matlab☆19Updated 7 years ago
- Improved sEMG-based gesture recognition☆56Updated 5 years ago
- ☆12Updated 3 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆34Updated 3 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 years ago
- sEMG function in MATLAB☆20Updated 6 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆33Updated 5 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆26Updated 3 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆57Updated 5 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆94Updated 4 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆11Updated 3 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆9Updated last year
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆22Updated 5 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆58Updated 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…☆50Updated 2 months ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆30Updated 2 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆16Updated 6 months ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆32Updated 11 months ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆11Updated 4 years ago
- ☆28Updated 5 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆23Updated 2 years ago
- A sample python package deployment utility for NINAPRO dataset.☆11Updated 11 months ago
- ☆15Updated 5 years ago
- GANs for generating EMG signals☆78Updated 4 years ago
- ☆16Updated last year
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆34Updated 5 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆24Updated 3 years ago
- ☆31Updated last year