Gesture Recognition by Instantaneous Surface EMG Images
☆44Mar 19, 2018Updated 7 years ago
Alternatives and similar repositories for srep
Users that are interested in srep are comparing it to the libraries listed below
Sorting:
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65May 16, 2019Updated 6 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Jun 7, 2023Updated 2 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 6 years ago
- sEMG-based gesture recognition using deep learnig☆450Apr 21, 2021Updated 4 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆11Mar 14, 2019Updated 6 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25May 15, 2019Updated 6 years ago
- Improved sEMG-based gesture recognition☆66Nov 25, 2019Updated 6 years ago
- An EMG Gesture Recognition System with Flexible High-Density Sensors and Brain-Inspired High-Dimensional Classifier☆20Feb 8, 2018Updated 8 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆24Sep 7, 2021Updated 4 years ago
- This repository contains files for python communication with OTBioelettronica 64 device and it's freely available for all customers that …☆13Feb 13, 2024Updated 2 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Mar 7, 2019Updated 6 years ago
- ☆84Mar 24, 2023Updated 2 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 years ago
- ☆20Jun 15, 2019Updated 6 years ago
- Classification of gestures from EMG readings using a deep learning recurrent neural network☆17May 30, 2020Updated 5 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆33Sep 26, 2021Updated 4 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆124Jul 9, 2020Updated 5 years ago
- The Myo MATLAB data streaming interface relies on real time data read from the text files updated by Python. Python is used to communicat…☆19Dec 15, 2015Updated 10 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆40Sep 28, 2021Updated 4 years ago
- Official repository for EMGBench, a domain generalization and adaptation machine learning benchmark for EMG gesture recognition (NeurIPS …☆14Sep 22, 2025Updated 5 months ago
- 肌电信号深度学习毕业论文☆57Apr 2, 2025Updated 10 months ago
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆13Mar 31, 2022Updated 3 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆11Apr 12, 2021Updated 4 years ago
- Using myo armband to collect、☆13Dec 25, 2017Updated 8 years ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆14May 28, 2022Updated 3 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- ☆20Apr 25, 2023Updated 2 years ago
- ☆16Apr 7, 2023Updated 2 years ago
- A real-time signal processing library for EMG sensors. View the README.md to see raw vs. processed signals!☆115Mar 8, 2018Updated 7 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆46Jan 23, 2024Updated 2 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆40Sep 8, 2018Updated 7 years ago
- ☆26Jan 11, 2023Updated 3 years ago
- SDK of sEMG function of matlab☆18Feb 14, 2017Updated 9 years ago
- Python module to get data from a Myo armband using a generic BLE interface☆25Jan 4, 2023Updated 3 years ago
- ☆25Jun 24, 2020Updated 5 years ago
- 为肌电信号的处理和分类工具。☆33Oct 16, 2017Updated 8 years ago
- This library provides gesture detection functionality using almost exclusively the IMU data of the Myo Armband.☆30Oct 12, 2015Updated 10 years ago