YunsenChen / S-EMGLinks
☆22Updated 10 months ago
Alternatives and similar repositories for S-EMG
Users that are interested in S-EMG are comparing it to the libraries listed below
Sorting:
- sEMG-based gesture recognition using deep learnig☆418Updated 4 years ago
- 肌电信号深度学习毕业论文☆49Updated 4 months ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆26Updated last year
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆32Updated 3 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆32Updated 2 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆41Updated 5 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆41Updated last year
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆108Updated 5 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆36Updated 3 years ago
- 基于MYO的表面肌电数据采集与分析程序☆13Updated 5 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆15Updated 2 years ago
- A sample python package deployment utility for NINAPRO dataset.☆13Updated last year
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆63Updated 9 months ago
- sEMG feature extract and visual tools☆10Updated 6 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆15Updated last year
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆67Updated 6 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆11Updated 2 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆63Updated 6 years ago
- Improved sEMG-based gesture recognition☆62Updated 5 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆11Updated 9 months ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆37Updated 6 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆13Updated last year
- ☆24Updated 2 years ago
- ☆19Updated 2 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆34Updated 6 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆11Updated 3 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Updated 6 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆28Updated 6 months ago
- GANs for generating EMG signals☆89Updated 5 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25Updated 6 years ago