Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals
☆32Jan 15, 2025Updated last year
Alternatives and similar repositories for Vision-Transformer_EMG
Users that are interested in Vision-Transformer_EMG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 5 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆33Jul 17, 2024Updated 2 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
- ☆10Oct 30, 2024Updated 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.
- 肌电信号深度学习毕业论文☆59Apr 2, 2025Updated last year
- 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
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆134Jul 9, 2020Updated 6 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆42Jun 8, 2020Updated 6 years ago
- The Cross-modal SleepTransformer is a deep learning model designed for sleep stage classification based on multimodal physiological signa…☆27Sep 14, 2024Updated 2 years ago
- Code to import and manipulate muscle time series data, including ultrasound-extracted muscle deformation, sEMG, and output force. Used in…☆19Updated this week
- Watch-type EMG gesture prediction using GenENet☆29May 11, 2026Updated 5 months ago
- Python functions and important data for working on NinaPro database 1 & 2☆21Dec 27, 2022Updated 3 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.
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆18Dec 19, 2023Updated 2 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆13Aug 13, 2021Updated 5 years ago
- Official repository for EMGBench, a domain generalization and adaptation machine learning benchmark for EMG gesture recognition (NeurIPS …☆24Sep 22, 2025Updated last year
- ☆33Sep 29, 2024Updated 2 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆69May 16, 2019Updated 7 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆12Apr 12, 2021Updated 5 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 years ago
- A template for Tensorflow 2.0 + Keras projects☆12Mar 25, 2023Updated 3 years ago
- A list of public EMG datasets and their papers, with a focus on raw EMG signals.☆102Feb 28, 2024Updated 2 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.
- This repository contains sEMG Data of 13 subjects recorded with the Myo Armband.☆14Jan 8, 2022Updated 4 years ago
- A *pretty useful* practice for tensorflow-2.0 project template architecture.☆11Apr 23, 2019Updated 7 years ago
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Jun 26, 2023Updated 3 years ago
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- ☆10Oct 14, 2021Updated 5 years ago
- A minimal and interpretable Brian2 based DYNAP neuromorphic processor simulator for educational purposes.☆12Jun 23, 2022Updated 4 years ago
- A streamable speech recognition model with transformer encoders and RNN-T loss☆11Mar 1, 2021Updated 5 years ago
- ☆11Jun 20, 2024Updated 2 years ago
- Use Vision Transformer to generate Emotion Recognition using the DEAP dataset and EEG Signals.☆80Feb 22, 2023Updated 3 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.
- ☆19Apr 25, 2023Updated 3 years ago
- An adaptive comb filtering algorithm for the enhancement of harmonic signals in the presence of additive white noise. The algorithm impro…☆14Jan 10, 2023Updated 3 years ago
- DIY EMG VR Controller for Oculus Quest 2: low-cost, user-friendly electromyography-based control system with Arduino, MyoWare sensors, an…☆15Mar 30, 2023Updated 3 years ago
- Pytorch implementation of our WACV 2023 paper "Image-Consistent Detection of Road Anomalies As Unpredictable Patches"☆12May 29, 2024Updated 2 years ago
- ☆11Feb 15, 2023Updated 3 years ago
- ☆15Dec 6, 2022Updated 3 years ago
- ☆26Jun 24, 2020Updated 6 years ago