Surface electromyography based gesture recognition based on dual-stream CNN
☆14Jun 7, 2023Updated 2 years ago
Alternatives and similar repositories for CIMS_sEMG_dualstreamCNN
Users that are interested in CIMS_sEMG_dualstreamCNN are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆33Jul 17, 2024Updated last year
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆41Jun 8, 2020Updated 5 years ago
- Improved sEMG-based gesture recognition☆67Nov 25, 2019Updated 6 years ago
- ☆19Apr 25, 2023Updated 3 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
- 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.
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 4 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆48Jan 23, 2024Updated 2 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆16Oct 29, 2024Updated last year
- Code for our paper☆10Dec 24, 2018Updated 7 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 source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆75Oct 31, 2024Updated last year
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆71Mar 7, 2019Updated 7 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆14Dec 19, 2023Updated 2 years ago
- published in Biomedical Signal Processing and Control☆12May 16, 2020Updated 5 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.
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆66May 16, 2019Updated 6 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 8 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆128Jul 9, 2020Updated 5 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
- ☆12Jul 1, 2021Updated 4 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆39May 28, 2019Updated 6 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆33Jan 15, 2025Updated last year
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 6 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
- 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.
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆23May 10, 2023Updated 2 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
- ☆22Apr 27, 2022Updated 4 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆21Sep 28, 2023Updated 2 years ago
- 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…☆19Apr 21, 2026Updated 2 weeks ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 3 years ago
- 为肌电信号的处理和分类工具。☆33Oct 16, 2017Updated 8 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆49Sep 16, 2022Updated 3 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.
- ☆34Jan 28, 2019Updated 7 years ago
- Code for the paper: "POET: Prompt Offset Tuning for Continual Human Action Adaptation" (ECCV 2024, Oral)☆14Apr 25, 2025Updated last year
- ☆31Apr 3, 2023Updated 3 years ago
- Electromyography (EMG) based convolutional neural network for hand gesture classification.☆14Mar 31, 2022Updated 4 years ago
- Access data from Thalmic Labs' Myo Gesture Control Armband in m-code!☆35Oct 28, 2022Updated 3 years ago
- sEMG-based gesture recognition using deep learnig☆460Apr 21, 2021Updated 5 years ago
- ☆10Oct 30, 2024Updated last year