Improved sEMG-based gesture recognition
☆66Nov 25, 2019Updated 6 years ago
Alternatives and similar repositories for ICASSP2019_TCN
Users that are interested in ICASSP2019_TCN are comparing it to the libraries listed below
Sorting:
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Jun 7, 2023Updated 2 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆39Jun 8, 2020Updated 5 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
- sEMG-based gesture recognition using deep learnig☆450Apr 21, 2021Updated 4 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆39May 28, 2019Updated 6 years ago
- ☆34Jan 28, 2019Updated 7 years ago
- ☆16Apr 7, 2023Updated 2 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆32Jul 17, 2024Updated last year
- ☆98Feb 17, 2022Updated 4 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 7 years ago
- Code for our paper☆11Dec 24, 2018Updated 7 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆41Sep 28, 2021Updated 4 years ago
- ☆20Jun 15, 2019Updated 6 years ago
- ☆32Apr 3, 2023Updated 2 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 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…☆69Oct 31, 2024Updated last year
- Python functions and important data for working on NinaPro database 1 & 2☆22Dec 27, 2022Updated 3 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆13Oct 29, 2024Updated last year
- 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
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆31Jan 15, 2025Updated last year
- 基于sEMG和IMU的手语手势识别,包括数据收集、数据预处理(去噪、特征提取,分割)、神经网络搭建、实时识别等。☆37Apr 26, 2018Updated 7 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
- Repository containing the code for the paper: "TouchSense: Classifying Finger Touches and Measuring their Force with an Electromyography …☆11Oct 31, 2018Updated 7 years ago
- A helper library to perform essential manipulations on time-series EMG data of NinaPro DB2☆11Mar 21, 2020Updated 5 years ago
- Using myo armband to collect、☆13Dec 25, 2017Updated 8 years ago
- Decomposition of sEMG signals via Blind Source Separation☆14May 8, 2025Updated 9 months 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
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆18Sep 28, 2023Updated 2 years ago
- Code to import and manipulate muscle time series data, including ultrasound-extracted muscle deformation, sEMG, and output force. Used in…☆19Feb 10, 2026Updated 3 weeks ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆19May 7, 2023Updated 2 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- Surface EMG-based Inter-session Gesture Recognition Enhanced by Deep Domain Adaptation☆22Mar 4, 2017Updated 9 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
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 years ago
- Simulation framework for a multi-scale skeletal muscle model, for computing EMG signals and muscle contraction.☆29Jan 20, 2024Updated 2 years ago
- MyoConnect alternative for the Myo Armband with OSC protocol☆29Apr 2, 2019Updated 6 years ago
- Toolbox for processing the EMG signals from MYO armband☆11May 19, 2020Updated 5 years ago
- R package to extract muscle synergies from electromyogram☆48Aug 26, 2025Updated 6 months ago