Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks
☆42Jun 8, 2020Updated 6 years ago
Alternatives and similar repositories for 2SRNN
Users that are interested in 2SRNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- ☆22Apr 27, 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
- ☆16Apr 7, 2023Updated 3 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.
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 years ago
- ☆31Apr 3, 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
- 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
- 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 last year
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆18Dec 19, 2023Updated 2 years ago
- Code for our paper☆10Dec 24, 2018Updated 7 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆134Jul 9, 2020Updated 6 years ago
- sEMG-based gesture recognition using deep learnig☆473Apr 21, 2021Updated 5 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.
- Gesture Recognition by Instantaneous Surface EMG Images☆45Mar 19, 2018Updated 8 years ago
- ☆12Jul 1, 2021Updated 5 years ago
- ☆19Apr 25, 2023Updated 3 years ago
- Score-based diffusion method for surface electromyograpny signal denoising☆21Jun 3, 2024Updated 2 years ago
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆14May 23, 2023Updated 3 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Mar 7, 2019Updated 7 years ago
- Decomposition of sEMG signals via Blind Source Separation☆14May 8, 2025Updated last year
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆10Mar 14, 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
- 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.
- Code to import and manipulate muscle time series data, including ultrasound-extracted muscle deformation, sEMG, and output force. Used in…☆19Updated this week
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆19May 7, 2023Updated 3 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 7 years ago
- This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to i…☆90Dec 30, 2020Updated 5 years ago
- 肌电信号深度学习毕业论文☆59Apr 2, 2025Updated last year
- Gesture recognition using myo armband via neural network (tensorflow library).☆44Nov 10, 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…☆15Feb 13, 2023Updated 3 years ago
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 7 years ago
- Simple, predictable pricing with DigitalOcean hosting • AdAlways know what you'll pay with monthly caps and flat pricing. Enterprise-grade infrastructure trusted by 600k+ customers.
- 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
- Neural architecture search framework based on reinforcement learning:"A Novel Approach to Detecting Muscle Fatigue Based on sEMG by Using…☆16Nov 22, 2024Updated last year
- This repository contains sEMG Data of 13 subjects recorded with the Myo Armband.☆14Jan 8, 2022Updated 4 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆12May 2, 2023Updated 3 years ago
- DCRNN的Pytorch实现☆10Jun 21, 2023Updated 3 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆22Feb 21, 2024Updated 2 years ago
- ☆85Mar 24, 2023Updated 3 years ago