josephsdavid / attentionsemg
☆16Updated last year
Related projects ⓘ
Alternatives and complementary repositories for attentionsemg
- ☆29Updated last year
- Improved sEMG-based gesture recognition☆54Updated 4 years ago
- Deep Learning approaches for sEMG-based gesture recognition☆2Updated 5 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆30Updated 4 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆56Updated 5 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆31Updated 3 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
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆30Updated 9 months ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆25Updated last year
- A sample python package deployment utility for NINAPRO dataset.☆11Updated 9 months ago
- This is BandMyo Dataset for sEMG based gesture recognition☆10Updated 3 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆11Updated 9 months ago
- Python functions and important data for working on NinaPro database 1 & 2☆20Updated last year
- GANs for generating EMG signals☆72Updated 4 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆27Updated 3 years ago
- ☆27Updated 5 years ago
- ☆18Updated 2 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆31Updated 5 years ago
- ☆85Updated 2 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆83Updated 4 years ago
- ☆16Updated last year
- Official pytorch implementation of Cross Modality Knowledge Distillation between A-mode Ultrasound and Surface Electromyography.☆13Updated last year
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 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…☆47Updated last week
- A helper library to perform essential manipulations on time-series EMG data of NinaPro DB2☆9Updated 4 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆43Updated 6 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆10Updated 4 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆28Updated 2 years ago
- A library of different algorithms for Classification of EMG Signal using Python & Scikit Learn☆21Updated 2 years ago