Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals
☆33Jan 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:
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆17Oct 29, 2024Updated last year
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆49Jan 23, 2024Updated 2 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 4 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆33Jul 17, 2024Updated last year
- Surface electromyography based gesture recognition based on dual-stream CNN☆14Jun 7, 2023Updated 3 years ago
- GPU virtual machines on DigitalOcean Gradient AI • AdGet to production fast with high-performance AMD and NVIDIA GPUs you can spin up in seconds. The definition of operational simplicity.
- 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
- 肌电信号深度学习毕业论文☆57Apr 2, 2025Updated last year
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆35Sep 26, 2021Updated 4 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆129Jul 9, 2020Updated 5 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 7 years ago
- Official repository for EMGBench, a domain generalization and adaptation machine learning benchmark for EMG gesture recognition (NeurIPS …☆20Sep 22, 2025Updated 9 months ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago
- Improved sEMG-based gesture recognition☆67Nov 25, 2019Updated 6 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.
- Hand pose estimation from sEMG using automated depth labelling and predicting with deep LSTMs☆18Dec 21, 2019Updated 6 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆22Sep 28, 2023Updated 2 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆21Dec 27, 2022Updated 3 years ago
- Code to import and manipulate muscle time series data, including ultrasound-extracted muscle deformation, sEMG, and output force. Used in…☆19Jun 17, 2026Updated 3 weeks ago
- ☆29Sep 29, 2024Updated last year
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆13Aug 13, 2021Updated 4 years ago
- Simulation framework for a multi-scale skeletal muscle model, for computing EMG signals and muscle contraction.☆29Jan 20, 2024Updated 2 years ago
- ☆98Feb 17, 2022Updated 4 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆67May 16, 2019Updated 7 years ago
- Official implementation of the paper "RaceMOP: Mapless Online Path Planning for Multi-Agent Autonomous Racing using Residual Policy Learn…☆16Oct 23, 2024Updated last year
- A template for Tensorflow 2.0 + Keras projects☆12Mar 25, 2023Updated 3 years ago
- [ICLR ML4RS 2025] Official implementation for the paper "Tackling Few-Shot Segmentation in Remote Sensing via Inpainting Diffusion Model"☆15Feb 2, 2026Updated 5 months ago
- This repository contains sEMG Data of 13 subjects recorded with the Myo Armband.☆14Jan 8, 2022Updated 4 years ago
- Meta QLearning experiments to optimize robot walking patterns☆26Aug 21, 2024Updated 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
- A *pretty useful* practice for tensorflow-2.0 project template architecture.☆11Apr 23, 2019Updated 7 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 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
- ☆10Oct 14, 2021Updated 4 years ago
- A streamable speech recognition model with transformer encoders and RNN-T loss☆11Mar 1, 2021Updated 5 years ago
- ☆12Nov 12, 2020Updated 5 years ago
- ☆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
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆14May 23, 2023Updated 3 years ago