Laknath1996 / sEMG-Hand-Gesture-RecognitionLinks
The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface electromyography (sEMG) signals (ICASSP 2021)
☆59Updated 7 months ago
Alternatives and similar repositories for sEMG-Hand-Gesture-Recognition
Users that are interested in sEMG-Hand-Gesture-Recognition are comparing it to the libraries listed below
Sorting:
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆105Updated 4 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆41Updated 5 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆10Updated 2 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆62Updated 6 years ago
- Improved sEMG-based gesture recognition☆61Updated 5 years ago
- Codes for srt--hand gesture recognition using sEMG, including download data,data processing,machine learning.☆8Updated 6 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆35Updated 3 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25Updated 6 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆37Updated 6 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆31Updated 3 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆66Updated 6 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆23Updated 11 months ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆13Updated 5 years ago
- SDK of sEMG function of matlab☆18Updated 8 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆33Updated 6 years ago
- sEMG feature extract and visual tools☆10Updated 6 years ago
- 肌电信号深度学习毕业论文☆47Updated 2 months ago
- A sample python package deployment utility for NINAPRO dataset.☆13Updated last year
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Updated 6 years ago
- sEMG function in MATLAB☆21Updated 6 years ago
- ☆19Updated 2 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Updated 7 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Updated 2 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆38Updated last year
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆11Updated 3 years ago
- ☆12Updated 3 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆11Updated 7 months ago
- ☆18Updated 6 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆15Updated 2 years ago