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
☆87Dec 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
Sorting:
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆124Jul 9, 2020Updated 5 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆39May 28, 2019Updated 6 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
- Toolbox for processing the EMG signals from MYO armband☆11May 19, 2020Updated 5 years ago
- ☆31Apr 3, 2023Updated 2 years ago
- Classification of gestures from EMG readings using a deep learning recurrent neural network☆17May 30, 2020Updated 5 years ago
- sEMG-based gesture recognition using deep learnig☆451Apr 21, 2021Updated 4 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
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆14Mar 21, 2020Updated 5 years ago
- ☆226Apr 21, 2017Updated 8 years ago
- ☆16Apr 7, 2023Updated 2 years ago
- A package for decomposing multi-channel EMG signals into individual motor unit activity.☆32Jun 30, 2022Updated 3 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 6 years ago
- A synthetic approach is proposed for hand motion recognition with surface EMG signals. We used CNN features which were automatically extr…☆20Feb 21, 2019Updated 7 years ago
- MYO armband wrapped with python!☆30Nov 8, 2014Updated 11 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- The BLE specification of the Myo armband☆143Sep 24, 2020Updated 5 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆39Jun 8, 2020Updated 5 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆40Sep 8, 2018Updated 7 years ago
- This dataset contains ~7000 samples of finger motion taken with myo armband (8 electrodes)☆22Dec 23, 2018Updated 7 years ago
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆14May 23, 2023Updated 2 years ago
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 6 years ago
- ☆25Jun 24, 2020Updated 5 years ago
- ☆98Feb 17, 2022Updated 4 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆24Sep 7, 2021Updated 4 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆11Apr 12, 2021Updated 4 years ago
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆13Mar 31, 2022Updated 3 years ago
- PyoMyo - Python Opensource Myo armband library☆175Aug 3, 2025Updated 7 months ago
- 为肌电信号的处理和分类工具。☆33Oct 16, 2017Updated 8 years ago
- Access data from Thalmic Labs' Myo Gesture Control Armband in m-code!☆35Oct 28, 2022Updated 3 years ago
- MyoConnect alternative for the Myo Armband with OSC protocol☆29Apr 2, 2019Updated 6 years ago
- Hand pose estimation from sEMG using automated depth labelling and predicting with deep LSTMs☆17Dec 21, 2019Updated 6 years ago
- ☆34Jan 28, 2019Updated 7 years ago
- Improved sEMG-based gesture recognition☆66Nov 25, 2019Updated 6 years ago
- Lightweight Self-Supervised Monocular Depth Estimation Based on Transformer☆25Sep 24, 2024Updated last year
- ☆27Mar 26, 2024Updated last year
- ☆26Jan 11, 2023Updated 3 years ago
- Myo armband ROS wrapper☆26May 22, 2017Updated 8 years ago