A custom sEMG dataset developed with the Myo Armband for hand gesture classification
☆43Apr 20, 2020Updated 5 years ago
Alternatives and similar repositories for MyoUP_dataset
Users that are interested in MyoUP_dataset 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
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65May 16, 2019Updated 6 years ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆14May 28, 2022Updated 3 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆41Sep 28, 2021Updated 4 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆39Jun 8, 2020Updated 5 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
- 肌电信号深度学习毕业论文☆57Apr 2, 2025Updated 11 months ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆33Sep 26, 2021Updated 4 years ago
- sEMG-based gesture recognition using deep learnig☆451Apr 21, 2021Updated 4 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
- ☆32Apr 3, 2023Updated 2 years ago
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 6 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆11Apr 12, 2021Updated 4 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Dec 27, 2022Updated 3 years ago
- ☆13Oct 9, 2023Updated 2 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Jun 7, 2023Updated 2 years ago
- Improved sEMG-based gesture recognition☆66Nov 25, 2019Updated 6 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆19Sep 28, 2023Updated 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…☆87Dec 30, 2020Updated 5 years ago
- ☆26Jan 11, 2023Updated 3 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆46Jan 23, 2024Updated 2 years ago
- Gesture recognition using myo armband via neural network (tensorflow library).☆42Nov 10, 2018Updated 7 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆12Aug 13, 2021Updated 4 years ago
- published in Biomedical Signal Processing and Control☆13May 16, 2020Updated 5 years ago
- ☆25Jun 24, 2020Updated 5 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆13Oct 29, 2024Updated last year
- Using myo armband to collect、☆13Dec 25, 2017Updated 8 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 7 years ago
- [S&P 2026] SoK: Evaluating Jailbreak Guardrails for Large Language Models☆35Dec 17, 2025Updated 2 months ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆46Sep 16, 2022Updated 3 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆21May 10, 2023Updated 2 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- Parallel signal feature extraction code. The code was originally written for sEMG, but it can be applied to other data arranged as multip…☆51Sep 12, 2019Updated 6 years ago
- GANs for generating EMG signals☆89Apr 21, 2020Updated 5 years ago
- ☆22Apr 27, 2022Updated 3 years ago
- This dataset contains ~7000 samples of finger motion taken with myo armband (8 electrodes)☆22Dec 23, 2018Updated 7 years ago