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
- SDK of sEMG function of matlab☆17Feb 14, 2017Updated 9 years ago
- Classification of gestures from EMG readings using a deep learning recurrent neural network☆17May 30, 2020Updated 5 years ago
- 为肌电信号的处理和分类工具。☆33Oct 16, 2017Updated 8 years ago
- Examples and documentation for the QTM Project Automation Framework☆13Nov 23, 2023Updated 2 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- 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
- The Myo MATLAB data streaming interface relies on real time data read from the text files updated by Python. Python is used to communicat…☆19Dec 15, 2015Updated 10 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65May 16, 2019Updated 6 years ago
- 基于Vue.js开发的新冠肺炎实时更新报告☆11May 9, 2022Updated 3 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
- Quantitative Gait analysis using Deep Learning with a Wearable Sensor Platform☆12Aug 30, 2019Updated 6 years ago
- Taha☆12Jun 24, 2019Updated 6 years ago
- A collection of tools used for dead reckoning, IMU calibration, and trajectory reconstruction.☆17Aug 30, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Code for "A Local Machine Learning Approach for Fingerprint based Indoor Localization Code"☆11Mar 20, 2023Updated 3 years ago
- ☆19Apr 25, 2023Updated 2 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
- MyoConnect alternative for the Myo Armband with OSC protocol☆31Apr 2, 2019Updated 7 years ago
- This implements a linear SVM using fully-connected layer and hinge loss using PyTorch.☆10Jan 2, 2025Updated last year
- Code for our paper☆10Dec 24, 2018Updated 7 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆21Dec 27, 2022Updated 3 years ago
- ☆12Sep 23, 2020Updated 5 years ago
- Wordpress hosting with auto-scaling - Free Trial • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- Image compression and recovery via a Laplacian Convolutional Neural Network☆11Jan 13, 2018Updated 8 years ago
- ☆10May 14, 2017Updated 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 6 years ago
- Custom gesture recognition with the Myo Armband by implementing scikit-learn machine learning models☆13Nov 9, 2018Updated 7 years ago
- pedestrian dead reckoning using phone sensors☆20Mar 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 7 years ago
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 7 years ago
- Python implementation of **Quaternion** and **Vector** math for Attitude and Heading Reference System (AHRS) as well as **motion** (accel…☆20Feb 25, 2026Updated last month
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆126Jul 9, 2020Updated 5 years ago
- Bare Metal GPUs on DigitalOcean Gradient AI • AdPurpose-built for serious AI teams training foundational models, running large-scale inference, and pushing the boundaries of what's possible.
- ☆24Dec 15, 2018Updated 7 years ago
- ☆45Mar 23, 2026Updated 3 weeks ago
- Path planning in cluttered dynamic environments by predicting the motions of obstacles.☆11Jul 5, 2015Updated 10 years ago
- ☆10Apr 30, 2020Updated 5 years ago
- Implements an entire machine learning pipeline to train and evaluate a Random Forest Classifier on labeled gait data for walking. Data ge…☆18Dec 8, 2022Updated 3 years ago
- Fast Kalman Filter for Attitude Estimation☆33May 22, 2017Updated 8 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