The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals (ICASSP 2021)
☆79Oct 31, 2024Updated last year
Alternatives and similar repositories for sEMG-Hand-Gesture-Recognition
Users that are interested in 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:
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆134Jul 9, 2020Updated 6 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 6 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆69May 16, 2019Updated 7 years ago
- sEMG-based gesture recognition using deep learnig☆473Apr 21, 2021Updated 5 years ago
- ☆31Apr 3, 2023Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆31Feb 7, 2023Updated 3 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆16Mar 21, 2020Updated 6 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 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
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 5 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 years ago
- This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to i…☆90Dec 30, 2020Updated 5 years ago
- SDK of sEMG function of matlab☆17Feb 14, 2017Updated 9 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆42Jun 8, 2020Updated 6 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.
- 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
- Improved sEMG-based gesture recognition☆68Nov 25, 2019Updated 6 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆35Sep 26, 2021Updated 5 years ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago
- Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3☆38Sep 6, 2023Updated 3 years ago
- ☆19Apr 25, 2023Updated 3 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆12Apr 12, 2021Updated 5 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
- Gesture recognition using myo armband via neural network (tensorflow library).☆44Nov 10, 2018Updated 7 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.
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆33Jul 17, 2024Updated 2 years ago
- GANs for generating EMG signals☆88Apr 21, 2020Updated 6 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 4 years ago
- 肌电信号深度学习毕业论文☆59Apr 2, 2025Updated last year
- ☆12Jul 1, 2021Updated 5 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
- 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
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆51Sep 16, 2022Updated 4 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.
- ☆14Mar 24, 2023Updated 3 years ago
- Toolbox for processing the EMG signals from MYO armband☆11May 19, 2020Updated 6 years ago
- ☆98Feb 17, 2022Updated 4 years ago
- Parallel signal feature extraction code. The code was originally written for sEMG, but it can be applied to other data arranged as multip…☆52Sep 12, 2019Updated 7 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆45Mar 19, 2018Updated 8 years ago
- ☆16Apr 7, 2023Updated 3 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Sep 8, 2018Updated 8 years ago