Fulin-Wei / UHD-sEMG-database
UHD is a surface electromyogram (sEMG) signals database, including original sEMG signals, the starting points and the termination points from 10 subjects. The sEMG signals of 13 gestures towards 3 positions were collected in 6 days, formed 2340 files. These 3 positions are vertical upward, horizontal and vertical, abbreviated as U, H, D, respect…
☆11Updated 5 years ago
Alternatives and similar repositories for UHD-sEMG-database:
Users that are interested in UHD-sEMG-database are comparing it to the libraries listed below
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆59Updated 5 years ago
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆39Updated 5 years ago
- A sample python package deployment utility for NINAPRO dataset.☆11Updated last year
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆34Updated 3 years ago
- ☆31Updated 2 years ago
- SDK of sEMG function of matlab☆18Updated 8 years ago
- The source code for the the manuscript titled [M. AbdelMaseeh, T. W. Chen and D. W. Stashuk, "Extraction and Classification of Multichann…☆25Updated 3 years ago
- ☆17Updated 5 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆102Updated 4 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- sEMG feature extract and visual tools☆10Updated 6 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆37Updated 6 years ago
- sEMG function in MATLAB☆20Updated 6 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆55Updated 5 months ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆33Updated 5 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24Updated 5 years ago
- Gather sEMG/IMU data from Myo armbands, and obtain real time predictions.☆37Updated 5 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆10Updated last year
- Decomposition of sEMG signals via Blind Source Separation☆12Updated 2 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Updated 7 years ago
- matlab functions for processing electromyography signals☆43Updated 4 years ago
- 基于MYO的表面肌电数据采集与分析程序☆13Updated 5 years ago
- 肌电信号深度学习毕业论文☆40Updated 3 weeks ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆29Updated 3 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
- Surface Electromyograph (SEMG) Control for a robotic hand☆12Updated 5 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆30Updated 2 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Updated 7 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆21Updated 3 months ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆23Updated 5 years ago