WH-Wei / SIAT-Lower-Limb-Motion-Dataset-Codes
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…
☆30Updated 2 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
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆33Updated 3 years ago
- A sample python package deployment utility for NINAPRO dataset.☆11Updated last year
- Surface electromyography based gesture recognition based on dual-stream CNN☆10Updated last year
- sEMG feature extract and visual tools☆10Updated 6 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆29Updated 3 years ago
- ☆12Updated 3 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆10Updated last year
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆59Updated 5 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆55Updated 5 months ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆23Updated 5 years ago
- 肌电信号深度学习毕业论文☆40Updated 2 weeks ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆21Updated 9 months ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆11Updated 3 years ago
- Code for extraction of muscle synergies from EMG activity. The rShiftNMF algorithm decomposes the EMG into a set of neural commands (H) a…☆20Updated 6 years ago
- 基于MYO的表面肌电数据采集与分析程序☆13Updated 5 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆37Updated 6 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆33Updated 5 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆37Updated last year
- Improved sEMG-based gesture recognition☆57Updated 5 years ago
- SDK of sEMG function of matlab☆18Updated 8 years ago
- UHD is a surface electromyogram (sEMG) signals database, including original sEMG signals, the starting points and the termination points …☆11Updated 5 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆25Updated 3 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆16Updated last year
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆25Updated 2 years ago
- GANs for generating EMG signals☆82Updated 4 years ago
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆36Updated 2 months ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆16Updated last year
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆37Updated 5 years ago