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…
☆47Sep 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:
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 7 years ago
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Jun 7, 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
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- 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
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆14Mar 31, 2022Updated 3 years ago
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆14May 23, 2023Updated 2 years ago
- ☆34Jan 28, 2019Updated 7 years ago
- 3D predictive simulations of walking☆16May 2, 2022Updated 3 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
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆124Jul 9, 2020Updated 5 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.
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆42Sep 28, 2021Updated 4 years ago
- Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3☆34Sep 6, 2023Updated 2 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65May 16, 2019Updated 6 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆72Oct 31, 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。☆38Apr 26, 2018Updated 7 years ago
- An automated approach to analyze motion capture trials in OpenSim☆22Feb 19, 2021Updated 5 years ago
- Surface EMG signal - Feature Extraction☆29Oct 27, 2020Updated 5 years ago
- Code for our paper☆11Dec 24, 2018Updated 7 years ago
- Docs and firmware for OYMotion robotic hand.☆11Feb 26, 2026Updated last month
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- Connect to Xsens DOT wearable sensors with Python☆16Mar 31, 2022Updated 3 years ago
- design of a HD-SEMG system, using ads1298, Arduino DUE or STM32F407, INA333, AD8232 and multiple filter stages☆12Jul 4, 2024Updated last year
- Code for the paper: "POET: Prompt Offset Tuning for Continual Human Action Adaptation" (ECCV 2024, Oral)☆14Apr 25, 2025Updated 11 months ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆33Sep 26, 2021Updated 4 years ago
- A package for decomposing multi-channel EMG signals into individual motor unit activity.☆33Jun 30, 2022Updated 3 years ago
- This is a simulation project for a wearable body weight support exoskeleton by using combined environmen of Matlab and OpenSim.☆20Jun 23, 2020Updated 5 years ago
- ☆10Oct 30, 2024Updated last year
- A simulation model of surface electromyography (sEMG) and force generation☆14Mar 28, 2023Updated 3 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆47Jan 23, 2024Updated 2 years ago
- Wordpress hosting with auto-scaling on Cloudways • AdFully Managed hosting built for WordPress-powered businesses that need reliable, auto-scalable hosting. Cloudways SafeUpdates now available.
- One-Dimensional Statistical Parametric Mapping in Matlab.☆35Aug 29, 2025Updated 7 months ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆14Mar 21, 2020Updated 6 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆21Feb 21, 2024Updated 2 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆12Aug 13, 2021Updated 4 years ago
- ☆13Nov 2, 2022Updated 3 years ago
- ☆16Aug 12, 2023Updated 2 years ago
- An evolutionary algorithm-based optimization for tracking weights in the OpenSim Residual Reduction Algorithm (RRA).☆11Jul 17, 2023Updated 2 years ago