tsagkas / sEMG-HandGestureRecognitionView external linksLinks
Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)
☆123Jul 9, 2020Updated 5 years ago
Alternatives and similar repositories for sEMG-HandGestureRecognition
Users that are interested in sEMG-HandGestureRecognition are comparing it to the libraries listed below
Sorting:
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆68Oct 31, 2024Updated last year
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Mar 7, 2019Updated 6 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65May 16, 2019Updated 6 years ago
- ☆32Apr 3, 2023Updated 2 years ago
- sEMG-based gesture recognition using deep learnig☆450Apr 21, 2021Updated 4 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
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Jun 7, 2023Updated 2 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆40Sep 28, 2021Updated 4 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- ☆16Apr 7, 2023Updated 2 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 years ago
- ☆20Apr 25, 2023Updated 2 years ago
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 6 years ago
- 肌电信号深度学习毕业论文☆56Apr 2, 2025Updated 10 months ago
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆39Jun 8, 2020Updated 5 years ago
- SDK of sEMG function of matlab☆18Feb 14, 2017Updated 9 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆14Mar 21, 2020Updated 5 years ago
- Myo armband machine learning EMG dataset of various hand gestures☆17Jan 27, 2026Updated 2 weeks ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆14May 28, 2022Updated 3 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 7 years ago
- Gesture recognition using myo armband via neural network (tensorflow library).☆42Nov 10, 2018Updated 7 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆12Aug 13, 2021Updated 4 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆17Sep 28, 2023Updated 2 years ago
- published in Biomedical Signal Processing and Control☆13May 16, 2020Updated 5 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆21May 10, 2023Updated 2 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆106Jan 11, 2021Updated 5 years ago
- Parallel signal feature extraction code. The code was originally written for sEMG, but it can be applied to other data arranged as multip…☆50Sep 12, 2019Updated 6 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Dec 27, 2022Updated 3 years ago
- ☆13Oct 9, 2023Updated 2 years ago
- 基于MYO的表面肌电数据采集与分析程序☆13Oct 20, 2019Updated 6 years ago
- A synthetic approach is proposed for hand motion recognition with surface EMG signals. We used CNN features which were automatically extr…☆20Feb 21, 2019Updated 6 years ago
- ☆20Jun 15, 2019Updated 6 years ago
- ☆25Sep 29, 2024Updated last year
- Surface EMG-based Inter-session Gesture Recognition Enhanced by Deep Domain Adaptation☆22Mar 4, 2017Updated 8 years ago
- Convert Xsens Dot data to OpenSense readable format☆29May 18, 2023Updated 2 years ago
- Official repository for EMGBench, a domain generalization and adaptation machine learning benchmark for EMG gesture recognition (NeurIPS …☆14Sep 22, 2025Updated 4 months ago
- UHD is a surface electromyogram (sEMG) signals database, including original sEMG signals, the starting points and the termination points …☆12Dec 4, 2019Updated 6 years ago