肌电信号深度学习毕业论文
☆57Apr 2, 2025Updated 11 months ago
Alternatives and similar repositories for Ninapro_2023
Users that are interested in Ninapro_2023 are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- A sample python package deployment utility for NINAPRO dataset.☆13Jan 29, 2024Updated 2 years ago
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆47Jan 23, 2024Updated 2 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆33Sep 26, 2021Updated 4 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- Python functions and important data for working on NinaPro database 1 & 2☆22Dec 27, 2022Updated 3 years ago
- Open source password manager - Proton Pass • AdSecurely store, share, and autofill your credentials with Proton Pass, the end-to-end encrypted password manager trusted by millions.
- ☆24Sep 29, 2024Updated last year
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆43Apr 20, 2020Updated 5 years ago
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆14Oct 29, 2024Updated last year
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆23May 10, 2023Updated 2 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆66May 16, 2019Updated 6 years ago
- sEMG-based gesture recognition using deep learnig☆453Apr 21, 2021Updated 4 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆32Jan 15, 2025Updated last year
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆32Jul 17, 2024Updated last year
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆42Sep 28, 2021Updated 4 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Jun 7, 2023Updated 2 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25May 15, 2019Updated 6 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆124Jul 9, 2020Updated 5 years ago
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆20Sep 28, 2023Updated 2 years ago
- GANs for generating EMG signals☆89Apr 21, 2020Updated 5 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 8 years ago
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆107Jan 11, 2021Updated 5 years ago
- A deep latent generative model for learning biosystems☆21May 16, 2023Updated 2 years ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆14May 28, 2022Updated 3 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆72Oct 31, 2024Updated last year
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆39Jun 8, 2020Updated 5 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- This is one of my capstone project for "Biomedical Signal Analysis" course to classifies muscle fatigue using custom CNN and ResNet50 mod…☆14Jul 12, 2024Updated last year
- EMG Machine Learning Analysis and Feature Extraction for Physical Fatigue Monitoring☆22Oct 4, 2020Updated 5 years ago
- Hand pose estimation from sEMG using automated depth labelling and predicting with deep LSTMs☆17Dec 21, 2019Updated 6 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆72Mar 7, 2019Updated 7 years ago
- ☆26Jan 11, 2023Updated 3 years ago
- ☆25Jun 24, 2020Updated 5 years ago
- Managed Kubernetes at scale on DigitalOcean • AdDigitalOcean Kubernetes includes the control plane, bandwidth allowance, container registry, automatic updates, and more for free.
- Parallel signal feature extraction code. The code was originally written for sEMG, but it can be applied to other data arranged as multip…☆51Sep 12, 2019Updated 6 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆11Mar 14, 2019Updated 7 years ago
- Improved sEMG-based gesture recognition☆66Nov 25, 2019Updated 6 years ago
- ☆34Jan 28, 2019Updated 7 years ago
- Source code for multiple parameter modelling of synthetic electromyography data.☆21Feb 21, 2024Updated 2 years ago
- ☆31Apr 3, 2023Updated 2 years ago
- ☆22Apr 27, 2022Updated 3 years ago