shayanalibhatti / Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-HandView on GitHub
This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to imitate the classified movement
☆90Dec 30, 2020Updated 5 years ago
Alternatives and similar repositories for Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-Hand
Users that are interested in Finger-Movement-Classification-via-Machine-Learning-using-EMG-Armband-for-3D-Printed-Robotic-Hand are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆134Jul 9, 2020Updated 6 years ago
- Python bindings for the Myo SDK☆283Sep 4, 2021Updated 5 years ago
- Gesture recognition using myo armband via neural network (tensorflow library).☆44Nov 10, 2018Updated 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…☆79Oct 31, 2024Updated last year
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 years ago
- Deploy open-source AI quickly and easily - Special Bonus Offer • AdRunpod Hub is built for open source. One-click deployment and autoscaling endpoints without provisioning your own infrastructure.
- Classification of gestures from EMG readings using a deep learning recurrent neural network☆17May 30, 2020Updated 6 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆69May 16, 2019Updated 7 years ago
- ☆31Apr 3, 2023Updated 3 years ago
- ☆227Apr 21, 2017Updated 9 years ago
- sEMG-based gesture recognition using deep learnig☆473Apr 21, 2021Updated 5 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆10Mar 14, 2019Updated 7 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Sep 8, 2018Updated 8 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 7 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 8 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.
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- The BLE specification of the Myo armband☆145Sep 24, 2020Updated 6 years ago
- ☆16Apr 7, 2023Updated 3 years ago
- MYO armband wrapped with python!☆30Nov 8, 2014Updated 11 years ago
- PyoMyo - Python Opensource Myo armband library☆189Jul 7, 2026Updated 3 months ago
- ☆26Jun 24, 2020Updated 6 years ago
- matlab functions for processing electromyography signals☆47Apr 18, 2021Updated 5 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆38Jun 10, 2019Updated 7 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 5 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.
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆15Mar 31, 2022Updated 4 years ago
- Implementation of surface EMG decomposition as proposed on Francesco Negro et al 2016 J. Neural Eng. 13 026027.☆19May 7, 2023Updated 3 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆106Jan 11, 2021Updated 5 years ago
- Improved sEMG-based gesture recognition☆68Nov 25, 2019Updated 6 years ago
- Python module to get data from a Myo armband using a generic BLE interface☆25Jan 4, 2023Updated 3 years ago
- 为肌电信号的处理和分类工具。☆33Oct 16, 2017Updated 9 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
- MyoConnect alternative for the Myo Armband with OSC protocol☆31Apr 2, 2019Updated 7 years ago
- GANs for generating EMG signals☆88Apr 21, 2020Updated 6 years ago
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- Hand pose estimation from sEMG using automated depth labelling and predicting with deep LSTMs☆18Dec 21, 2019Updated 6 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆51Jan 23, 2024Updated 2 years ago
- ☆12Nov 16, 2019Updated 6 years ago
- Final Year Project: Surface Electromyography (sEMG) Silent Speech - Automatic Speech Recognition (ASR)☆12Aug 31, 2022Updated 4 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆45Mar 19, 2018Updated 8 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…☆20Dec 15, 2015Updated 10 years ago
- Data acquisition and visualization tool for Myo Armband☆25Aug 24, 2021Updated 5 years ago