A RNN Classification of various leg movements using different lower limb muscle sEMG data.
☆39Sep 8, 2018Updated 7 years ago
Alternatives and similar repositories for sEMG_Classification
Users that are interested in sEMG_Classification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- published in Biomedical Signal Processing and Control☆13May 16, 2020Updated 5 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Mar 7, 2019Updated 7 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆11Mar 14, 2019Updated 7 years ago
- ☆34Jan 28, 2019Updated 7 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆124Jul 9, 2020Updated 5 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65May 16, 2019Updated 6 years ago
- Improved sEMG-based gesture recognition☆66Nov 25, 2019Updated 6 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆47Sep 16, 2022Updated 3 years ago
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 6 years ago
- ☆22Apr 27, 2022Updated 3 years ago
- sEMG-based gesture recognition using deep learnig☆453Apr 21, 2021Updated 4 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆107Jan 11, 2021Updated 5 years ago
- Measure an electrocardiogram (ECG) with an Arduino Uno and an Olimex-EKG-EMG-Shield and calculate the heart rate variability afterward.☆15Nov 30, 2022Updated 3 years ago
- Decomposition of sEMG signals via Blind Source Separation☆14May 8, 2025Updated 10 months ago
- 基于MYO的表面肌电数据采集与分析程序☆13Oct 20, 2019Updated 6 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 years ago
- ☆20Apr 25, 2023Updated 2 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25May 15, 2019Updated 6 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 6 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- ☆31Apr 3, 2023Updated 2 years ago
- Surface EMG signal - Feature Extraction☆28Oct 27, 2020Updated 5 years ago
- Examples and documentation for the QTM Project Automation Framework☆13Nov 23, 2023Updated 2 years ago
- MATLAB implementation of (FAST) ICA decomposition of hd-sEMG signals to motor units☆46Jan 24, 2025Updated last year
- This is the repository to the article "NEWBEE: A Multi-Modal Gait Database of Natural Everyday-Walk in an Urban Environment", 2022☆11Aug 2, 2022Updated 3 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆42Sep 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…☆71Oct 31, 2024Updated last year
- Using ArduinoBLE to control Lovense devices.☆16Jan 23, 2022Updated 4 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆43Apr 20, 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。☆38Apr 26, 2018Updated 7 years ago
- An exploration of "Kaggle-EEG data for Mental Attention State Detection". Construct a pipeline to preprocess data. Use Wavelet Packet Dec…☆10Jan 6, 2022Updated 4 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆40May 28, 2019Updated 6 years ago
- Code for our paper☆11Dec 24, 2018Updated 7 years ago
- The sEMG acquisition device is equipped with the upper computer software and written in Python language to complete the data receiving of…☆14Feb 13, 2023Updated 3 years ago
- A Do It Yourself (DIY) Electromyography (EMG) shield for learning neauroscience with ease.☆15Apr 24, 2024Updated last year
- ☆99Feb 17, 2022Updated 4 years ago
- This is an on-going project repository☆15Feb 10, 2024Updated 2 years ago