shreyaspj20 / nina_funcsLinks
A sample python package deployment utility for NINAPRO dataset.
☆12Updated last year
Alternatives and similar repositories for nina_funcs
Users that are interested in nina_funcs are comparing it to the libraries listed below
Sorting:
- 肌电信号深度学习毕业论文☆43Updated 2 months ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆34Updated 3 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆30Updated 3 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆10Updated 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
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆40Updated 5 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆63Updated 6 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24Updated 6 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Updated 2 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆23Updated 10 months ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆13Updated 2 years ago
- ☆32Updated 2 years ago
- Improved sEMG-based gesture recognition☆61Updated 5 years ago
- Neural network for sEMG and A-mode ultrasound based hand gesture recognition☆11Updated 3 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆105Updated 4 years ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆13Updated 3 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆24Updated 6 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
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆15Updated last year
- ☆19Updated 2 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆66Updated 6 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Updated 2 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆59Updated 7 months ago
- Convolutional Neural Networks On Ninapro datasets☆18Updated 7 years ago
- Surface Electromyograph (SEMG) Control for a robotic hand☆12Updated 5 years ago
- Codes for srt--hand gesture recognition using sEMG, including download data,data processing,machine learning.☆8Updated 6 years ago
- ☆12Updated 3 years ago
- A RNN Classification of various leg movements using different lower limb muscle sEMG data.☆38Updated 6 years ago
- sEMG feature extract and visual tools☆10Updated 6 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆32Updated 2 years ago