Improved sEMG-based gesture recognition
☆67Nov 25, 2019Updated 6 years ago
Alternatives and similar repositories for ICASSP2019_TCN
Users that are interested in ICASSP2019_TCN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Mar 7, 2019Updated 7 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆68May 16, 2019Updated 7 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆38May 28, 2019Updated 7 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
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 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.
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 7 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Sep 8, 2018Updated 7 years ago
- ☆98Feb 17, 2022Updated 4 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆77Oct 31, 2024Updated last year
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 6 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆45Mar 19, 2018Updated 8 years ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 6 years ago
- ☆21Aug 25, 2026Updated last week
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- Proton VPN Special Offer - Get 70% off • AdSpecial partner offer. Trusted by over 100 million users worldwide. Tested, Approved and Recommended by Experts.
- Code for our paper☆10Dec 24, 2018Updated 7 years ago
- ☆31Apr 3, 2023Updated 3 years ago
- ☆22Apr 27, 2022Updated 4 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆21Dec 27, 2022Updated 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
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆17Oct 29, 2024Updated last year
- A helper library to perform essential manipulations on time-series EMG data of NinaPro DB2☆12Mar 21, 2020Updated 6 years ago
- Classification of gestures from EMG readings using a deep learning recurrent neural network☆17May 30, 2020Updated 6 years ago
- 基于sEMG和IMU的手语手势识别，包括数据收集、数据预处理（去噪、特征提取，分割）、神经网络搭建、实时识别等。☆39Apr 26, 2018Updated 8 years ago
- GPUs on demand by Runpod - Special Offer Available • AdRun AI, ML, and HPC workloads on powerful cloud GPUs—without limits or wasted spend. Deploy GPUs in under a minute and pay by the second.
- ☆12Jul 1, 2021Updated 5 years ago
- Using myo armband to collect、☆13Dec 25, 2017Updated 8 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 sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Decomposition of sEMG signals via Blind Source Separation☆14May 8, 2025Updated last year
- 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
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆24May 10, 2023Updated 3 years ago
- This repository contains files for python communication with OTBioelettronica 64 device and it's freely available for all customers that …☆13Feb 13, 2024Updated 2 years ago
- Python bindings for the Myo SDK☆283Sep 4, 2021Updated 5 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.
- 肌电信号深度学习毕业论文☆57Apr 2, 2025Updated last year
- Code to import and manipulate muscle time series data, including ultrasound-extracted muscle deformation, sEMG, and output force. Used in…☆19Updated this week
- TCN architecture for time series☆24Oct 16, 2018Updated 7 years ago
- Hand pose estimation from sEMG using automated depth labelling and predicting with deep LSTMs☆18Dec 21, 2019Updated 6 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆18Dec 19, 2023Updated 2 years ago
- Python module to get data from a Myo armband using a generic BLE interface☆25Jan 4, 2023Updated 3 years ago
- AnyBody tutorial source repository☆12Nov 10, 2023Updated 2 years ago