Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.
☆44Sep 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
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆14May 23, 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
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆47Jan 23, 2024Updated 2 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65May 16, 2019Updated 6 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 6 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆34Sep 26, 2021Updated 4 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆32Jan 15, 2025Updated last year
- sEMG-based gesture recognition using deep learnig☆454Apr 21, 2021Updated 4 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆74Oct 31, 2024Updated last year
- ☆16Apr 7, 2023Updated 3 years ago
- ☆25Jun 24, 2020Updated 5 years 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
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- Improved sEMG-based gesture recognition☆65Nov 25, 2019Updated 6 years ago
- ☆27Sep 29, 2024Updated last year
- This is BandMyo Dataset for sEMG based gesture recognition☆11Apr 12, 2021Updated 5 years ago
- ☆10Oct 30, 2024Updated last year
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆23May 28, 2019Updated 6 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆36Jun 10, 2019Updated 6 years ago
- ☆31Apr 3, 2023Updated 3 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 years ago
- EMG Machine Learning Analysis and Feature Extraction for Physical Fatigue Monitoring☆22Oct 4, 2020Updated 5 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.
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆14Oct 29, 2024Updated last year
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆47Jan 24, 2025Updated last year
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 7 years ago
- ☆12Jul 1, 2021Updated 4 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
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25May 15, 2019Updated 6 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 8 years ago
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆14Mar 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…☆14Feb 13, 2023Updated 3 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- Source code for multiple parameter modelling of synthetic electromyography data.☆21Feb 21, 2024Updated 2 years ago
- ☆15Dec 6, 2022Updated 3 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆14Mar 21, 2020Updated 6 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆48Sep 16, 2022Updated 3 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆40Jun 8, 2020Updated 5 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆71Mar 7, 2019Updated 7 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