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:
- 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
- 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
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- 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
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆32Jan 15, 2025Updated last year
- 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…☆77Oct 31, 2024Updated last year
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆134Jul 9, 2020Updated 6 years ago
- ☆16Apr 7, 2023Updated 3 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆26Jun 24, 2020Updated 6 years ago
- ☆30Sep 29, 2024Updated last year
- 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
- Improved sEMG-based gesture recognition☆67Nov 25, 2019Updated 6 years ago
- ☆10Oct 30, 2024Updated last year
- ☆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
- EMG Machine Learning Analysis and Feature Extraction for Physical Fatigue Monitoring☆24Oct 4, 2020Updated 5 years ago
- 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.
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 4 years ago
- 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
- 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
- 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
- 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.
- SDK of sEMG function of matlab☆17Feb 14, 2017Updated 9 years ago
- ☆15Dec 6, 2022Updated 3 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆15Mar 21, 2020Updated 6 years ago
- 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
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆10Mar 14, 2019Updated 7 years ago
- ☆22Apr 27, 2022Updated 4 years ago