Shaw0446 / Ninapro_2023View external linksLinks
肌电信号深度学习毕业论文
☆56Apr 2, 2025Updated 10 months ago
Alternatives and similar repositories for Ninapro_2023
Users that are interested in Ninapro_2023 are comparing it to the libraries listed below
Sorting:
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆46Jan 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
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 6 years ago
- Convolutional Neural Networks On Ninapro datasets☆18Nov 28, 2017Updated 8 years ago
- ☆25Sep 29, 2024Updated last year
- Python functions and important data for working on NinaPro database 1 & 2☆22Dec 27, 2022Updated 3 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆65May 16, 2019Updated 6 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆31Jan 15, 2025Updated last year
- sEMG-based gesture recognition using deep learnig☆450Apr 21, 2021Updated 4 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆21May 10, 2023Updated 2 years ago
- Surface electromyography based gesture recognition based on dual-stream CNN☆13Jun 7, 2023Updated 2 years ago
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆40Sep 28, 2021Updated 4 years ago
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆32Jul 17, 2024Updated last year
- 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
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆14Dec 19, 2023Updated 2 years ago
- Gesture Recognition by Instantaneous Surface EMG Images☆44Mar 19, 2018Updated 7 years ago
- Surface EMG signal - Feature Extraction☆28Oct 27, 2020Updated 5 years ago
- Hand pose estimation from sEMG using automated depth labelling and predicting with deep LSTMs☆17Dec 21, 2019Updated 6 years ago
- GANs for generating EMG signals☆89Apr 21, 2020Updated 5 years ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆14May 28, 2022Updated 3 years ago
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆68Oct 31, 2024Updated last year
- This toolbox offers 40 feature extraction methods (EMAV, EWL, MAV, WL, SSC, ZC, and etc.) for Electromyography (EMG) signals applications…☆106Jan 11, 2021Updated 5 years ago
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆39Jun 8, 2020Updated 5 years ago
- Remarkable performance of Deep Learning Models cann't be achieved without the massive data, this tool can help you to augment your time s…☆19Dec 22, 2024Updated last year
- A deep latent generative model for learning biosystems☆20May 16, 2023Updated 2 years ago
- ☆26Jan 11, 2023Updated 3 years ago
- EMG Machine Learning Analysis and Feature Extraction for Physical Fatigue Monitoring☆22Oct 4, 2020Updated 5 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- ☆22Apr 27, 2022Updated 3 years ago
- ☆25Jun 24, 2020Updated 5 years ago
- 为肌电信号的处理和分类工具。☆33Oct 16, 2017Updated 8 years ago
- ☆32Apr 3, 2023Updated 2 years ago
- This is one of my capstone project for "Biomedical Signal Analysis" course to classifies muscle fatigue using custom CNN and ResNet50 mod…☆13Jul 12, 2024Updated last year
- This repository contains sEMG Data of 13 subjects recorded with the Myo Armband.☆13Jan 8, 2022Updated 4 years ago
- Python package for offline and real-time myoelectric control by using sEMG and IMU signals [ALPHA].☆37Jun 10, 2019Updated 6 years ago
- ☆34Jan 28, 2019Updated 7 years ago
- These codes for reading, pre-processing of sEMG, splitting of sEMG into windows of various sizes, extracting of sEMG features, normalizat…☆46Sep 16, 2022Updated 3 years ago
- This repository contain the code we used to divide NinaPro database 5 into train set and test set☆11Mar 14, 2019Updated 6 years ago
- 大三上做的本科毕设，包含BNN的替代梯度训练，verilog电路实现，完成180nm工艺流片。☆21Jun 30, 2025Updated 7 months ago