This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition is based on high-density surface electromyography (HD-sEMG) signals from two datasets: CSL HD-sEMG and ICE Lab HD-sEMG.
☆17Oct 29, 2024Updated last year
Alternatives and similar repositories for CNN-HD-sEMG-Classifier
Users that are interested in CNN-HD-sEMG-Classifier are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆32Jan 15, 2025Updated last year
- Watch-type EMG gesture prediction using GenENet☆29May 11, 2026Updated 4 months ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆14Jun 7, 2023Updated 3 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆31Feb 7, 2023Updated 3 years ago
- 肌电信号深度学习毕业论文☆58Apr 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.
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆134Jul 9, 2020Updated 6 years ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆14May 28, 2022Updated 4 years ago
- Code to import and manipulate muscle time series data, including ultrasound-extracted muscle deformation, sEMG, and output force. Used in…☆19Sep 2, 2026Updated 2 weeks ago
- A deep latent generative model for learning biosystems☆23May 16, 2023Updated 3 years ago
- Official repository for EMGBench, a domain generalization and adaptation machine learning benchmark for EMG gesture recognition (NeurIPS …☆23Sep 22, 2025Updated last year
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆42Jun 8, 2020Updated 6 years ago
- ☆10Oct 30, 2024Updated last year
- ☆35Jan 28, 2019Updated 7 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆68May 16, 2019Updated 7 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 4 years ago
- Access data from Thalmic Labs' Myo Gesture Control Armband in m-code!☆35Oct 28, 2022Updated 3 years ago
- An improved multiscale sample entropy algorithm to extract signal features: "Analysis of fatigue in the biceps brachii by using rapid re…☆13Nov 6, 2023Updated 2 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 years ago
- 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
- [WACV 2024] PressureVision++: Estimating Fingertip Pressure from Diverse RGB Images☆25Dec 26, 2023Updated 2 years ago
- This is one of my capstone project for "Biomedical Signal Analysis" course to classifies muscle fatigue using custom CNN and ResNet50 mod…☆17Jul 12, 2024Updated 2 years ago
- This repository contains sEMG Data of 13 subjects recorded with the Myo Armband.☆14Jan 8, 2022Updated 4 years ago
- ☆33Sep 29, 2024Updated last year
- Virtual machines for every use case on DigitalOcean • AdGet dependable uptime with 99.99% SLA, simple security tools, and predictable monthly pricing with DigitalOcean's virtual machines, called Droplets.
- 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
- sEMG-based gesture recognition using deep learnig☆473Apr 21, 2021Updated 5 years ago
- Matching of pose-estimation videos for HackTech☆15Mar 27, 2019Updated 7 years ago
- A streamable speech recognition model with transformer encoders and RNN-T loss☆11Mar 1, 2021Updated 5 years ago
- Software framework made to help the myocontrol community to develop and test new myocontrol algorithms.☆31Aug 21, 2026Updated last month
- ☆13Mar 5, 2024Updated 2 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆22Feb 21, 2024Updated 2 years ago
- Testing SSVEP with psychopy☆10Aug 29, 2023Updated 3 years ago
- Code for "Distributed, Egocentric Representations of Graphs for Detecting Critical Structures" (ICML 2019)☆20Aug 24, 2021Updated 5 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Mar 7, 2019Updated 7 years ago
- ☆12Nov 12, 2020Updated 5 years ago
- An implementation of Denoising Diffusion Probabilistic Models (DDPM) in PyTorch for EEG-based image reconstruction.☆45Aug 5, 2026Updated last month
- A reproducible 3D convolutional neural network with dual attention module (3D-DAM) for Alzheimer's disease classification☆18Nov 5, 2024Updated last year
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- ☆12Jul 1, 2021Updated 5 years ago
- ☆19Apr 25, 2023Updated 3 years ago