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 2 years ago
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
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆22Sep 28, 2023Updated 3 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆14Jun 7, 2023Updated 3 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
- Watch-type EMG gesture prediction using GenENet☆30May 11, 2026Updated 5 months 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 lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆34Jul 17, 2024Updated 2 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆42Jun 8, 2020Updated 6 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
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆31Feb 7, 2023Updated 3 years ago
- ☆15Oct 9, 2023Updated 3 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 5 years ago
- Improved sEMG-based gesture recognition☆68Nov 25, 2019Updated 6 years ago
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆15Mar 31, 2022Updated 4 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 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.
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆135Jul 9, 2020Updated 6 years ago
- ☆11Oct 30, 2024Updated 2 years ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆14May 28, 2022Updated 4 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆69May 16, 2019Updated 7 years ago
- ☆35Jan 28, 2019Updated 7 years ago
- Software framework made to help the myocontrol community to develop and test new myocontrol algorithms.☆32Updated this week
- Access data from Thalmic Labs' Myo Gesture Control Armband in m-code!☆35Oct 28, 2022Updated 4 years ago
- ☆22Apr 27, 2022Updated 4 years ago
- sEMG-based gesture recognition using deep learnig☆474Apr 21, 2021Updated 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.
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆48Jan 24, 2025Updated last year
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆79Oct 31, 2024Updated 2 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 years ago
- [WACV 2024] PressureVision++: Estimating Fingertip Pressure from Diverse RGB Images☆25Dec 26, 2023Updated 2 years ago
- Final Year Project: Surface Electromyography (sEMG) Silent Speech - Automatic Speech Recognition (ASR)☆12Aug 31, 2022Updated 4 years ago
- ☆14Nov 26, 2023Updated 2 years ago
- A list of public EMG datasets and their papers, with a focus on raw EMG signals.☆103Feb 28, 2024Updated 2 years ago
- [NER 2025 Spotlight] WaveFormer: A Lightweight Transformer Model for sEMG-based Gesture Recognition☆117Oct 24, 2025Updated last year
- 基于sEMG和IMU的手语手势识别，包括数据收集、数据预处理（去噪、特征提取，分割）、神经网络搭建、实时识别等。☆39Apr 26, 2018Updated 8 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.
- ☆33Sep 29, 2024Updated 2 years ago
- Sleep datasets obtained using PSG for automatic sleep stage scoring.☆11Jul 21, 2020Updated 6 years ago
- A streamable speech recognition model with transformer encoders and RNN-T loss☆11Mar 1, 2021Updated 5 years ago
- ☆13Mar 5, 2024Updated 2 years ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago
- This repository contains sEMG Data of 13 subjects recorded with the Myo Armband.☆14Jan 8, 2022Updated 4 years ago
- Force-Aware Interface via Electromyography for Natural VR/AR Interaction (ACM SIGGRAPH Asia 2022)☆10Sep 20, 2024Updated 2 years ago