kaviles22 / EMG_SignalClassification
Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3
☆21Updated last year
Alternatives and similar repositories for EMG_SignalClassification:
Users that are interested in EMG_SignalClassification are comparing it to the libraries listed below
- Surface Electromyograph (SEMG) Control for a robotic hand☆11Updated 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…☆52Updated 4 months ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆15Updated last year
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆94Updated 4 years ago
- A real-time signal processing library for EMG sensors. View the README.md to see raw vs. processed signals!☆104Updated 7 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆34Updated 3 years ago
- sEMG function in MATLAB☆20Updated 6 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆35Updated 5 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆32Updated 5 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆58Updated 6 years ago
- Filter functions for processing EMG signals.☆60Updated 2 years ago
- sEMG feature extract and visual tools☆10Updated 5 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆22Updated 5 years ago
- matlab functions for processing electromyography signals☆42Updated 3 years ago
- 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
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆21Updated last month
- ☆17Updated last year
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆93Updated 4 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆27Updated 3 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆58Updated 5 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆23Updated 2 years ago
- SDK of sEMG function of matlab☆18Updated 8 years ago
- Improved sEMG-based gesture recognition☆56Updated 5 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆9Updated last year
- Surface EMG signal - Feature Extraction☆23Updated 4 years ago
- ☆12Updated 3 years ago
- GANs for generating EMG signals☆79Updated 4 years ago