These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalization of extracted features, generation of sample data, and making log files are provided for easy handling of the SIAT Lower Limb Motion Dataset (SIAT-LLMD). 代码可以用于SIAT-LLMD,便于读取数据、预处理肌电信号、分窗、肌电特征提取、归一化、生成数据样本…
☆50Sep 16, 2022Updated 3 years ago
Alternatives and similar repositories for SIAT-Lower-Limb-Motion-Dataset-Codes
Users that are interested in SIAT-Lower-Limb-Motion-Dataset-Codes are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Sep 8, 2018Updated 7 years ago
- sEMG-based gesture recognition using deep learnig☆471Apr 21, 2021Updated 5 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆14Jun 7, 2023Updated 3 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆18Dec 19, 2023Updated 2 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 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.
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆38Jun 10, 2019Updated 7 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
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 4 years ago
- Convert Xsens Dot data to OpenSense readable format☆29May 18, 2023Updated 3 years ago
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆15Mar 31, 2022Updated 4 years ago
- ☆35Jan 28, 2019Updated 7 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆21Dec 27, 2022Updated 3 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆132Jul 9, 2020Updated 6 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.
- Extract marker data from C3D files and save them in OpenSim TRC format☆15Jun 2, 2022Updated 4 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆45Sep 28, 2021Updated 4 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆76Oct 31, 2024Updated last year
- Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3☆37Sep 6, 2023Updated 2 years ago
- Surface EMG signal - Feature Extraction☆31Oct 27, 2020Updated 5 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
- Connect to Xsens DOT wearable sensors with Python☆16Mar 31, 2022Updated 4 years ago
- 基于GAN的小样本学习实验(pytorch)☆15Apr 10, 2021Updated 5 years ago
- ☆10Oct 30, 2024Updated last year
- 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.
- ☆16Nov 3, 2017Updated 8 years ago
- One-Dimensional Statistical Parametric Mapping in Matlab.☆35Aug 29, 2025Updated 11 months ago
- ☆10Apr 30, 2020Updated 6 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆13Aug 13, 2021Updated 4 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆22Feb 21, 2024Updated 2 years ago
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆49Jan 24, 2025Updated last year
- Decomposition of sEMG signals via Blind Source Separation☆14May 8, 2025Updated last year
- Surface Electromyograph (SEMG) Control for a robotic hand☆15Mar 21, 2020Updated 6 years ago
- ☆12Nov 2, 2022Updated 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.
- 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
- ☆16Aug 12, 2023Updated 2 years ago
- UR5 and robotiq85_gripper in gazebo☆10Apr 6, 2022Updated 4 years ago
- An evolutionary algorithm-based optimization for tracking weights in the OpenSim Residual Reduction Algorithm (RRA).☆11Jul 17, 2023Updated 3 years ago
- 基于MYO的表 面肌电数据采集与分析程序☆13Oct 20, 2019Updated 6 years ago
- With this package you can easily process IMU data from Xsens DOT and Vicon Trident sensors and upload and analyse your results to MoveShe…☆11Jan 6, 2021Updated 5 years ago
- 肌电信号深度学习毕业论文☆57Apr 2, 2025Updated last year