agamemnonc / pyEMG
Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].
☆30Updated 5 years ago
Related projects: ⓘ
- SDK of sEMG function of matlab☆18Updated 7 years ago
- sEMG function in MATLAB☆18Updated 5 years ago
- ☆15Updated 5 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆54Updated 5 years ago
- Improved sEMG-based gesture recognition☆52Updated 4 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆26Updated 2 years ago
- ☆16Updated last year
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆23Updated 3 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆21Updated 5 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆20Updated last year
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆53Updated 5 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆31Updated 2 years ago
- ☆27Updated 5 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆43Updated 6 years ago
- sEMG feature extract and visual tools☆10Updated 5 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆38Updated 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…☆46Updated last year
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆79Updated 4 years ago
- A sample python package deployment utility for NINAPRO dataset.☆11Updated 7 months ago
- 基于MYO的表面肌电数据采集与分析程序☆11Updated 4 years ago
- Convolutional Neural Networks On Ninapro datasets☆15Updated 6 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆27Updated 7 months ago
- ☆29Updated last year
- Surface Electromyograph (SEMG) Control for a robotic hand☆10Updated 4 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆30Updated 5 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆25Updated 2 years ago
- This is BandMyo Dataset for sEMG based gesture recognition☆10Updated 3 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…☆39Updated 5 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆24Updated last year