malele4th / sEMG_DeepLearning
sEMG-based gesture recognition using deep learnig
☆391Updated 3 years ago
Alternatives and similar repositories for sEMG_DeepLearning:
Users that are interested in sEMG_DeepLearning are comparing it to the libraries listed below
- 肌电信号深度学习毕业论文☆35Updated 11 months ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆57Updated 5 years ago
- ☆19Updated 4 months ago
- Improved sEMG-based gesture recognition☆56Updated 5 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆27Updated 3 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆94Updated 4 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆17Updated 7 months ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆58Updated 5 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- ☆23Updated 2 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆23Updated 5 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆34Updated last year
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆52Updated 3 months ago
- ☆16Updated 5 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆35Updated 5 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Updated 7 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆11Updated 3 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆33Updated 5 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆43Updated 6 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆9Updated last year
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆30Updated 2 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆22Updated 5 years ago
- Parallel signal feature extraction code. The code was originally written for sEMG, but it can be applied to other data arranged as multip…☆43Updated 5 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆34Updated 3 years ago
- SDK of sEMG function of matlab☆18Updated 8 years ago
- GANs for generating EMG signals☆79Updated 4 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆26Updated 2 years ago
- A sample python package deployment utility for NINAPRO dataset.☆11Updated last year
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 years ago