Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.
☆46Sep 28, 2021Updated 4 years ago
Alternatives and similar repositories for awesome-sEMG-hand-gesture-recognition
Users that are interested in awesome-sEMG-hand-gesture-recognition are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆13Aug 13, 2021Updated 4 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆14Jun 7, 2023Updated 3 years ago
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆14May 23, 2023Updated 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
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆68May 16, 2019Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆50Jan 23, 2024Updated 2 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆32Jan 15, 2025Updated last year
- Second-order information bottleneck for sEMG pattern recognition tasks☆14May 28, 2022Updated 4 years ago
- sEMG-based gesture recognition using deep learnig☆471Apr 21, 2021Updated 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…☆77Oct 31, 2024Updated last year
- ☆16Apr 7, 2023Updated 3 years ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆19May 7, 2023Updated 3 years ago
- 肌电信号深度学习毕业论文☆57Apr 2, 2025Updated last year
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Improved sEMG-based gesture recognition☆67Nov 25, 2019Updated 6 years ago
- ☆10Oct 30, 2024Updated last year
- 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
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 7 years ago
- Surface EMG signal - Feature Extraction☆31Oct 27, 2020Updated 5 years ago
- ☆31Apr 3, 2023Updated 3 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆38Jun 10, 2019Updated 7 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 4 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆21Dec 27, 2022Updated 3 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆49Jan 24, 2025Updated last year
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 7 years ago
- ☆12Jul 1, 2021Updated 5 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆45Mar 19, 2018Updated 8 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25May 15, 2019Updated 7 years ago
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆15Mar 31, 2022Updated 4 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆17Oct 29, 2024Updated last year
- SDK of sEMG function of matlab☆17Feb 14, 2017Updated 9 years ago
- ☆15Dec 6, 2022Updated 3 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- The purpose of this unit is to introduce you to the measurement and analysis of electrical activity generated by skeletal muscle, includi…☆17Dec 26, 2021Updated 4 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆50Sep 16, 2022Updated 3 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆42Jun 8, 2020Updated 6 years ago
- ☆22Apr 27, 2022Updated 4 years ago
- Code to import and manipulate muscle time series data, including ultrasound-extracted muscle deformation, sEMG, and output force. Used in…☆19Jul 10, 2026Updated last week
- ☆35Jan 28, 2019Updated 7 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Sep 8, 2018Updated 7 years ago