SebastianRestrepoA / EMG-pattern-recognition
☆24Updated 4 years ago
Related projects ⓘ
Alternatives and complementary repositories for EMG-pattern-recognition
- 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
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆56Updated 5 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆85Updated 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…☆47Updated 3 weeks ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- A sample python package deployment utility for NINAPRO dataset.☆11Updated 9 months ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆26Updated 3 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆13Updated 9 months ago
- GANs for generating EMG signals☆73Updated 4 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆31Updated 3 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆86Updated 3 years ago
- Improved sEMG-based gesture recognition☆54Updated 4 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆22Updated 2 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆10Updated 4 years ago
- ☆29Updated last year
- Decomposition of sEMG signals via Blind Source Separation☆12Updated last year
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆32Updated 5 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆20Updated last year
- SDK of sEMG function of matlab☆18Updated 7 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆31Updated 5 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 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…☆74Updated 3 years ago
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆32Updated 4 months ago
- Package for decomposing EMG signals into motor unit firings, as used in Formento et al 2021.☆23Updated 2 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆14Updated 9 months ago
- sEMG feature extract and visual tools☆10Updated 5 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆43Updated 6 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆30Updated 9 months ago
- A package for decomposing multi-channel EMG signals into individual motor unit activity.☆22Updated 2 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆15Updated last year