A synthetic approach is proposed for hand motion recognition with surface EMG signals. We used CNN features which were automatically extracted from the raw input image for three traditional classifiers: Linear Discriminant Analysis (LDA), Support Vector Machine (SVM) and K Nearest Neighbor (KNN).
☆20Feb 21, 2019Updated 7 years ago
Alternatives and similar repositories for CNN-LDA-SVM-KNN-for-EMG
Users that are interested in CNN-LDA-SVM-KNN-for-EMG are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- EMG feature calculator for putEMG dataset☆10Jan 8, 2020Updated 6 years ago
- 为肌电信号的处理和分类工具。☆33Oct 16, 2017Updated 8 years ago
- Software package to connect multiple Myo armbands to the same computer and to interface them with ROS. The system can be tested by contro…☆15Jul 24, 2018Updated 7 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
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆66May 16, 2019Updated 7 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Simple Python interface to the Delsys wireless EMG system☆45May 25, 2019Updated 7 years ago
- This project involved recognizing activities like falling, running, sitting, walking using Wi-Fi based CSI data in lieu of traditional me…☆12Jan 10, 2017Updated 9 years ago
- ☆15Feb 10, 2024Updated 2 years ago
- Taha☆13Jun 24, 2019Updated 6 years ago
- A collection of tools used for dead reckoning, IMU calibration, and trajectory reconstruction.☆17Aug 30, 2024Updated last year
- Code for "A Local Machine Learning Approach for Fingerprint based Indoor Localization Code"☆11Mar 20, 2023Updated 3 years ago
- This repo contain full code about Leader Follower Navigation based on Pedestrian Dead Reckoning☆10Jan 14, 2024Updated 2 years ago
- ☆19Apr 25, 2023Updated 3 years ago
- This repository contains an android navigation App based on Pedestrian Dead Reckoning (PDR) algorithms.☆17Apr 26, 2021Updated 5 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 主要利用QLearning,DQN,ImprovedDQN(Ddouble DQN) 解决gym框架下的三个问题CartPole-v0,MountainCar-v0,Acrobot-v1☆14Jan 14, 2018Updated 8 years ago
- Data from IEEE Open Access Paper (https://doi.org/10.1109/ACCESS.2016.2631000)☆12Jan 4, 2017Updated 9 years ago
- Laser cutter autofocus, scanning and AOI module☆19Dec 22, 2019Updated 6 years ago
- A gimbal platform project to evaluate inertial orientation systems (IMU) and compare attitude estimation algorithms (AHRS).☆17Jul 12, 2024Updated last year
- This is an on-going project repository☆15Feb 10, 2024Updated 2 years ago
- This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to i…☆88Dec 30, 2020Updated 5 years ago
- Toolbox for processing the EMG signals from MYO armband☆11May 19, 2020Updated 6 years ago
- MyoConnect alternative for the Myo Armband with OSC protocol☆31Apr 2, 2019Updated 7 years ago
- Code for our paper☆10Dec 24, 2018Updated 7 years ago
- Managed hosting for WordPress and PHP on Cloudways • AdManaged hosting for WordPress, Magento, Laravel, or PHP apps, on multiple cloud providers. Deploy in minutes on Cloudways by DigitalOcean.
- CNN model based on Google Inception model to predict regression values of regression values of Tetrahymena pyriformis IGC50 from 2D imag…☆20Nov 14, 2018Updated 7 years ago
- a Pedestrian-Dead-Reckoning algorithm☆14Sep 19, 2024Updated last year
- Python functions and important data for working on NinaPro database 1 & 2☆21Dec 27, 2022Updated 3 years ago
- Image compression and recovery via a Laplacian Convolutional Neural Network☆11Jan 13, 2018Updated 8 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25May 15, 2019Updated 7 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 years ago
- pedestrian dead reckoning using phone sensors☆21Mar 8, 2023Updated 3 years ago
- 卷积神经网络提取特征并用于SVM//www.cnblogs.com/chuxiuhong/p/6132814.html☆16May 10, 2018Updated 8 years ago
- Python implementation of **Quaternion** and **Vector** math for Attitude and Heading Reference System (AHRS) as well as **motion** (accel…☆20Feb 25, 2026Updated 3 months 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.
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆129Jul 9, 2020Updated 5 years ago
- ☆10Apr 30, 2020Updated 6 years ago
- Implements an entire machine learning pipeline to train and evaluate a Random Forest Classifier on labeled gait data for walking. Data ge…☆17Dec 8, 2022Updated 3 years ago
- Fast Kalman Filter for Attitude Estimation☆32May 22, 2017Updated 9 years ago
- The repo for the following paper: A Geometric Deep Learning Framework for Accurate Indoor Localization, 2022 International Conference on …☆19Aug 25, 2022Updated 3 years ago
- Decomposition of sEMG signals via Blind Source Separation☆14May 8, 2025Updated last year
- MATLAB implementation of gait cycle validation and segmentation using inertial sensors.☆18Jun 11, 2021Updated 5 years ago