sebastiankmiec / NinaTools
Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.
☆23Updated 5 years ago
Alternatives and similar repositories for NinaTools:
Users that are interested in NinaTools are comparing it to the libraries listed below
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Updated 7 years ago
- A sample python package deployment utility for NINAPRO dataset.☆11Updated last year
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆58Updated 5 years ago
- 肌电信号深度学习毕业论文☆34Updated 10 months ago
- ☆31Updated last year
- Improved sEMG-based gesture recognition☆56Updated 5 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆26Updated 3 years ago
- ☆15Updated 5 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆33Updated last year
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 4 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆94Updated 4 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆34Updated 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
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆33Updated 5 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆51Updated 2 months ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆43Updated 6 years ago
- ☆16Updated last year
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆57Updated 5 years ago
- SDK of sEMG function of matlab☆19Updated 7 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆26Updated last year
- Deep Learning approaches for sEMG-based gesture recognition☆2Updated 5 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆11Updated 4 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆24Updated 3 years ago
- ☆12Updated 3 years ago
- GANs for generating EMG signals☆79Updated 4 years ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆12Updated 2 years ago
- A helper library to perform essential manipulations on time-series EMG data of NinaPro DB2☆10Updated 4 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆30Updated 4 years ago