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…
☆46Sep 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
Sorting:
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Convert Xsens Dot data to OpenSense readable format☆29May 18, 2023Updated 2 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆40Sep 8, 2018Updated 7 years ago
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆14May 23, 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
- published in Biomedical Signal Processing and Control☆13May 16, 2020Updated 5 years ago
- sEMG-based gesture recognition using deep learnig☆451Apr 21, 2021Updated 4 years ago
- 3D predictive simulations of walking☆16May 2, 2022Updated 3 years ago
- Extract marker data from C3D files and save them in OpenSim TRC format☆15Jun 2, 2022Updated 3 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Jun 7, 2023Updated 2 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 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
- Connect to Xsens DOT wearable sensors with Python☆16Mar 31, 2022Updated 3 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- ☆34Jan 28, 2019Updated 7 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆14Dec 19, 2023Updated 2 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆124Jul 9, 2020Updated 5 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆41Sep 28, 2021Updated 4 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆43Apr 20, 2020Updated 5 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Dec 27, 2022Updated 3 years ago
- An evolutionary algorithm-based optimization for tracking weights in the OpenSim Residual Reduction Algorithm (RRA).☆11Jul 17, 2023Updated 2 years ago
- Python based toolbox for processing motion data☆12Apr 7, 2025Updated 11 months ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆71Oct 31, 2024Updated last year
- Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3☆34Sep 6, 2023Updated 2 years ago
- Examples and documentation for the QTM Project Automation Framework☆13Nov 23, 2023Updated 2 years ago
- One-Dimensional Statistical Parametric Mapping in Matlab.☆35Aug 29, 2025Updated 6 months ago
- Surface EMG signal - Feature Extraction☆28Oct 27, 2020Updated 5 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆33Sep 26, 2021Updated 4 years ago
- Open library of musculoskeletal models and examples ready to be used with the AnyBody Modelling System.☆30Updated this week
- R package to extract muscle synergies from electromyogram☆48Aug 26, 2025Updated 6 months ago
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆46Jan 24, 2025Updated 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。☆37Apr 26, 2018Updated 7 years ago
- MPsee toolbox is an automatic MATLAB tool for building Nonlinear Model Predictive Controllers☆10Oct 5, 2017Updated 8 years ago
- Code for our paper☆11Dec 24, 2018Updated 7 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆11Mar 14, 2019Updated 6 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆46Jan 23, 2024Updated 2 years ago
- MUN104: Plantar pressure distribution template☆10Aug 21, 2022Updated 3 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆12Aug 13, 2021Updated 4 years ago