A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).
☆33Jul 17, 2024Updated last year
Alternatives and similar repositories for sEMG-CNNTransformer
Users that are interested in sEMG-CNNTransformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 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
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆33Jan 15, 2025Updated last year
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆129Jul 9, 2020Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- ☆19Apr 25, 2023Updated 3 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
- 肌电信号深度学习毕业论文☆57Apr 2, 2025Updated last year
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆15Mar 31, 2022Updated 4 years ago
- sEMG-based gesture recognition using deep learnig☆468Apr 21, 2021Updated 5 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆41Jun 8, 2020Updated 6 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 7 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆71Mar 7, 2019Updated 7 years ago
- 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
- 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.
- 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
- ☆29Sep 29, 2024Updated last year
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆75Oct 31, 2024Updated last year
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 4 years ago
- Riemannian Geometry-Based Spatial Filtering (RSF)☆21Jun 22, 2025Updated last year
- 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 processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆35Sep 26, 2021Updated 4 years ago
- About Official implementation of "KARMA: A Multilevel Decomposition Hybrid Mamba Framework for Multivariate Long-Term Time Series Forecas…☆23Jul 15, 2025Updated 11 months ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 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.
- ☆10Oct 30, 2024Updated last year
- BrainFusion is an open-source Python platform for analyzing multimodal physiological signals (EEG, EMG, ECG, fNIRS). It offers preprocess…☆41Jun 11, 2025Updated last year
- Code for our paper☆10Dec 24, 2018Updated 7 years ago
- The sEMG acquisition device is equipped with the upper computer software and written in Python language to complete the data receiving of…☆16Feb 13, 2023Updated 3 years ago
- ☆13Oct 24, 2023Updated 2 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
- Meta QLearning experiments to optimize robot walking patterns☆26Aug 21, 2024Updated last year
- sEMG feature extract and visual tools☆10Mar 25, 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
- 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.
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 6 years ago
- A list of public EMG datasets and their papers, with a focus on raw EMG signals.☆98Feb 28, 2024Updated 2 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆15Mar 21, 2020Updated 6 years ago
- Decomposition of sEMG signals via Blind Source Separation☆14May 8, 2025Updated last year
- ☆11Mar 6, 2020Updated 6 years ago
- 海思mpp视频处理平台测试代码☆12Sep 22, 2020Updated 5 years ago
- 南科大研究生课BME5012 人脑智能与机器智能 2022秋☆11Dec 12, 2022Updated 3 years ago