A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).
☆33Jul 17, 2024Updated 2 years ago
Alternatives and similar repositories for sEMG-CNNTransformer
Users that are interested in sEMG-CNNTransformer are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Surface electromyography based gesture recognition based on dual-stream CNN☆14Jun 7, 2023Updated 3 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 4 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆31Feb 7, 2023Updated 3 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
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆32Jan 15, 2025Updated last year
- Deploy to Railway using AI coding agents - Free Credits Offer • AdUse Claude Code, Codex, OpenCode, and more. Autonomous software development now has the infrastructure to match with Railway.
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Improved sEMG-based gesture recognition☆68Nov 25, 2019Updated 6 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆134Jul 9, 2020Updated 6 years ago
- ☆19Apr 25, 2023Updated 3 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
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆68May 16, 2019Updated 7 years ago
- 肌电信号深度学习毕业论文☆58Apr 2, 2025Updated last year
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆42Jun 8, 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
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆17Oct 29, 2024Updated last year
- 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
- 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
- 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
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆32Jun 25, 2022Updated 4 years ago
- ☆10Oct 30, 2024Updated last year
- ☆33Sep 29, 2024Updated last year
- This is a classification task based on CIFAR10，Accuracy is about 87%（without pre-training），The net is CoAtNet（0-5，total coatnet family），w…☆10Oct 1, 2023Updated 2 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆13Aug 13, 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.
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆35Sep 26, 2021Updated 4 years ago
- Code for exploring surface electromyography (sEMG) data and training models associated with Reality Labs' paper☆263Aug 13, 2025Updated last year
- The sEMG acquisition device is equipped with the upper computer software and written in Python language to complete the data receiving of…☆15Feb 13, 2023Updated 3 years ago
- Code for our paper☆10Dec 24, 2018Updated 7 years ago
- 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
- ☆12Jul 1, 2021Updated 5 years ago
- Using CNN-LSTM for emotion recognition based on EEG signals☆12May 2, 2023Updated 3 years ago
- Revisiting Computer-Aided Tuberculosis Diagnosis (IEEE TPAMI)☆16Aug 28, 2026Updated 3 weeks ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 6 years ago
- Wordpress hosting with auto-scaling - Free Trial Offer • AdFully Managed hosting for WordPress and WooCommerce businesses that need reliable, auto-scalable performance. Cloudways SafeUpdates now available.
- This model replaces the original CompactCNN with a Transformer model. It is designed to classify 1D EEG signals for the purpose of dr…☆12Jun 26, 2023Updated 3 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆22Feb 21, 2024Updated 2 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆12Apr 12, 2021Updated 5 years ago
- Decomposition of sEMG signals via Blind Source Separation☆14May 8, 2025Updated last year
- Riemannian Geometry-Based Spatial Filtering (RSF)☆21Jun 22, 2025Updated last year
- Testing SSVEP with psychopy☆10Aug 29, 2023Updated 3 years ago
- This is an on-going project repository☆15Feb 10, 2024Updated 2 years ago