sEMG-based gesture recognition using deep learnig
☆471Apr 21, 2021Updated 5 years ago
Alternatives and similar repositories for sEMG_DeepLearning
Users that are interested in sEMG_DeepLearning are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆68May 16, 2019Updated 7 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
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆132Jul 9, 2020Updated 6 years ago
- Improved sEMG-based gesture recognition☆67Nov 25, 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…☆76Oct 31, 2024Updated last year
- 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.
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆45Sep 28, 2021Updated 4 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆35Sep 26, 2021Updated 4 years ago
- 肌电信号深度学习毕业论文☆56Apr 2, 2025Updated last year
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 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
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 7 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
- ☆98Feb 17, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- UHD is a surface electromyogram (sEMG) signals database, including original sEMG signals, the starting points and the termination points …☆12Dec 4, 2019Updated 6 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆33Jul 17, 2024Updated 2 years ago
- ☆35Jan 28, 2019Updated 7 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆50Sep 16, 2022Updated 3 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Sep 8, 2018Updated 7 years ago
- ☆30Sep 29, 2024Updated last year
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 7 years ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆14May 28, 2022Updated 4 years ago
- ☆21Jun 15, 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.
- This repository shows how to classify EMG data coming from Myo Armband using neural networks and interface a 3d printed robotic hand to i…☆89Dec 30, 2020Updated 5 years ago
- ☆22Apr 27, 2022Updated 4 years ago
- matlab functions for processing electromyography signals☆47Apr 18, 2021Updated 5 years ago
- GANs for generating EMG signals☆88Apr 21, 2020Updated 6 years ago
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆23Sep 7, 2021Updated 4 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆15Mar 21, 2020Updated 6 years ago
- ☆16Apr 7, 2023Updated 3 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.
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆10Mar 14, 2019Updated 7 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆22Sep 28, 2023Updated 2 years ago
- ☆19Apr 25, 2023Updated 3 years ago
- 基于MYO的表面肌电数据采集与分析程序☆13Oct 20, 2019Updated 6 years ago
- Surface EMG-based Inter-session Gesture Recognition Enhanced by Deep Domain Adaptation☆22Mar 4, 2017Updated 9 years ago
- A helper library to perform essential manipulations on time-series EMG data of NinaPro DB2☆12Mar 21, 2020Updated 6 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