kaviles22 / EMG_SignalClassification
Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3
☆23Updated last year
Alternatives and similar repositories for EMG_SignalClassification
Users that are interested in EMG_SignalClassification are comparing it to the libraries listed below
Sorting:
- Filter functions for processing EMG signals.☆60Updated 3 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆15Updated last year
- A real-time signal processing library for EMG sensors. View the README.md to see raw vs. processed signals!☆106Updated 7 years ago
- matlab functions for processing electromyography signals☆43Updated 4 years ago
- Minimal EEG device with ADS1299 amplifier and NRF51822 Bluetooth LE chip☆30Updated 8 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆12Updated 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…☆58Updated 6 months ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆37Updated 5 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆40Updated 5 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆12Updated 2 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆66Updated 6 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆37Updated 6 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆33Updated 5 years ago
- sEMG function in MATLAB☆21Updated 6 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆34Updated 3 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…☆80Updated 4 years ago
- Codes for srt--hand gesture recognition using sEMG, including download data,data processing,machine learning.☆8Updated 6 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆105Updated 4 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆63Updated 6 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆11Updated 4 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆100Updated 4 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆27Updated 2 years ago
- Surface EMG signal - Feature Extraction☆27Updated 4 years ago
- The purpose of this unit is to introduce you to the measurement and analysis of electrical activity generated by skeletal muscle, includi…☆14Updated 3 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆24Updated 6 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆16Updated 2 years ago
- ☆18Updated 2 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
- sEMG feature extract and visual tools☆10Updated 6 years ago
- A list of public EMG datasets and their papers, with a focus on raw EMG signals.☆41Updated last year