Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.
☆45Sep 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 5 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆14Jun 7, 2023Updated 3 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆33Jul 17, 2024Updated 2 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
- 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.
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆68May 16, 2019Updated 7 years ago
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 6 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆51Jan 23, 2024Updated 2 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆35Sep 26, 2021Updated 4 years ago
- 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…☆76Oct 31, 2024Updated last year
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆132Jul 9, 2020Updated 6 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- ☆30Sep 29, 2024Updated last year
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago
- 肌电信号深度学习毕业论文☆56Apr 2, 2025Updated last year
- Improved sEMG-based gesture recognition☆67Nov 25, 2019Updated 6 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆12Apr 12, 2021Updated 5 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 7 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
- ☆12Jul 1, 2021Updated 5 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.
- 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
- 基于MYO的表面肌电数据采集与分析程序☆13Oct 20, 2019Updated 6 years ago
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆15Mar 31, 2022Updated 4 years ago
- The sEMG acquisition device is equipped with the upper computer software and written in Python language to complete the data receiving of…☆15Feb 13, 2023Updated 3 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
- Source code for multiple parameter modelling of synthetic electromyography data.☆21Feb 21, 2024Updated 2 years ago
- SDK of sEMG function of matlab☆17Feb 14, 2017Updated 9 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆15Mar 21, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆24May 10, 2023Updated 3 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆42Jun 8, 2020Updated 6 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Mar 7, 2019Updated 7 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 24, 2026Updated 2 weeks ago