DSIP-UPatras / DSP_EMGDL_Chapter
Deep Learning approaches for sEMG-based gesture recognition
☆2Updated 5 years ago
Related projects ⓘ
Alternatives and complementary repositories for DSP_EMGDL_Chapter
- Improved sEMG-based gesture recognition☆54Updated 4 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
- ☆29Updated last year
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆35Updated 6 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆25Updated last year
- ☆16Updated last year
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆54Updated 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
- Python functions and important data for working on NinaPro database 1 & 2☆20Updated last year
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆31Updated 5 years ago
- sEMG function in MATLAB☆18Updated 5 years ago
- SDK of sEMG function of matlab☆18Updated 7 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆83Updated 4 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆31Updated 3 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
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆38Updated 4 years ago
- ☆15Updated 5 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆23Updated 5 years ago
- Convolutional Neural Networks On Ninapro datasets☆15Updated 6 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆27Updated 3 years ago
- ☆16Updated last year
- 肌电信号深度学习毕业论文☆25Updated 7 months 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 sample python package deployment utility for NINAPRO dataset.☆11Updated 9 months ago
- Gesture Recognition by Instantaneous Surface EMG Images☆43Updated 6 years ago
- GANs for generating EMG signals☆72Updated 4 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆31Updated 5 years ago
- sEMG feature extract and visual tools☆10Updated 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…☆41Updated 5 years ago