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…
☆49Sep 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 RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Sep 8, 2018Updated 7 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆14Jun 7, 2023Updated 3 years ago
- sEMG-based gesture recognition using deep learnig☆466Apr 21, 2021Updated 5 years ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 years ago
- Convert Xsens Dot data to OpenSense readable format☆30May 18, 2023Updated 3 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆16Dec 19, 2023Updated 2 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 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 3 years ago
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆15Mar 31, 2022Updated 4 years ago
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆14May 23, 2023Updated 3 years ago
- ☆34Jan 28, 2019Updated 7 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- 3D predictive simulations of walking☆16May 2, 2022Updated 4 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
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 6 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆21Dec 27, 2022Updated 3 years ago
- Extract marker data from C3D files and save them in OpenSim TRC format☆15Jun 2, 2022Updated 4 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆129Jul 9, 2020Updated 5 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- Preprocessing and classify EMG signals, using Tensorflow and Tensorflow Lite to deploy an AI model in a ESP32C3☆36Sep 6, 2023Updated 2 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 4 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆66May 16, 2019Updated 7 years ago
- 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
- 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
- ☆16Nov 3, 2017Updated 8 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆34Sep 26, 2021Updated 4 years ago
- ☆10Oct 30, 2024Updated last year
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆49Jan 23, 2024Updated 2 years ago
- ☆10Apr 30, 2020Updated 6 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- 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
- A simulation model of surface electromyography (sEMG) and force generation☆16Mar 28, 2023Updated 3 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆21Feb 21, 2024Updated 2 years ago
- This is a simulation project for a wearable body weight support exoskeleton by using combined environmen of Matlab and OpenSim.☆22Jun 23, 2020Updated 5 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆13Aug 13, 2021Updated 4 years ago
- ☆12Nov 2, 2022Updated 3 years ago