肌电信号深度学习毕业论文
☆57Apr 2, 2025Updated last year
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:
- Machine learning code implemented for hand gesture recognition using EMG data from the Ninapro db1 database. Report Link: https://drive.…☆49Jan 23, 2024Updated 2 years ago
- The processing flow of Ninapro datasets and the pytorch dataloader of the processed Ninapro data.☆34Sep 26, 2021Updated 4 years ago
- Evaluate gesture detection and recognition models on the NinaPro dataset and newly collected data.☆24May 28, 2019Updated 7 years ago
- ☆28Sep 29, 2024Updated last year
- This is an implementation of gesture recognition using a light weight convolutional neural network (CNN) - MobilenetV2. The recognition i…☆16Oct 29, 2024Updated last year
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A custom sEMG dataset developed with the Myo Armband for hand gesture classification☆44Apr 20, 2020Updated 6 years ago
- Code of the paper "Assessing the influence of LSTM and post-processing in CNN based Hand Gesture Recognition using EMG"☆24May 10, 2023Updated 3 years ago
- Code repo of the paper "Surface Electromyography-based Gesture Recognition by Multi-view Deep Learning"☆66May 16, 2019Updated 7 years ago
- sEMG-based gesture recognition using deep learnig☆466Apr 21, 2021Updated 5 years ago
- Vision Transformer-Based Hand Gesture Recognition with HD-sEMG Signals☆33Jan 15, 2025Updated last year
- A lightweight CNN-Transformer model for classification of hand gestures from trans-radial surface electromyography signals (sEMG).☆33Jul 17, 2024Updated last year
- Repo of awesome works on surface electromyography (sEMG) based hand gesture recognition.☆46Sep 28, 2021Updated 4 years ago
- Hand Gesture Recognition via sEMG signals with CNNs (Electrical and Computer Engineering - MSc Thesis)☆129Jul 9, 2020Updated 5 years ago
- Code repo of the paper "A Multi-stream Convolutional Neural Network for sEMG-based Gesture Recognition in Musclecomputer interface".☆25May 15, 2019Updated 7 years ago
- Serverless GPU API endpoints on Runpod - Get Bonus Credits • AdSkip the infrastructure headaches. Auto-scaling, pay-as-you-go, no-ops approach lets you focus on innovating your application.
- [IEEE NER 2023] EffiE: Efficient Convolutional Neural Network for Real-Time EMG Pattern Recognition System on Edge Devices☆22Sep 28, 2023Updated 2 years ago
- Continuous Estimation of Human Joint Angles From sEMG Using a Multi-Feature Temporal Convolutional Attention-Based Network☆16Dec 19, 2023Updated 2 years ago
- Accompaniment code for 'Hilbert sEMG data scanning for hand gesture recognition based on Deep Learning' published in NCAA.☆30Feb 7, 2023Updated 3 years ago
- GANs for generating EMG signals☆88Apr 21, 2020Updated 6 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…☆105Jan 11, 2021Updated 5 years ago
- A deep latent generative model for learning biosystems☆22May 16, 2023Updated 3 years ago
- Surface EMG signal - Feature Extraction☆30Oct 27, 2020Updated 5 years ago
- Second-order information bottleneck for sEMG pattern recognition tasks☆14May 28, 2022Updated 4 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- The source code for the real-time hand gesture recognition algorithm based on Temporal Muscle Activation maps of multi-channel surface el…☆75Oct 31, 2024Updated last year
- 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
- Domain Adaption for sEMG-based Gesture Recognition with Recurrent Neural Networks☆41Jun 8, 2020Updated 6 years ago
- sEMG function in MATLAB☆24Dec 5, 2018Updated 7 years ago
- EMG Machine Learning Analysis and Feature Extraction for Physical Fatigue Monitoring☆23Oct 4, 2020Updated 5 years ago
- Hand pose estimation from sEMG using automated depth labelling and predicting with deep LSTMs☆18Dec 21, 2019Updated 6 years ago
- Neural network for classifying electromyographic signals into distinct gestures. Additionally, a comparison of CNN vs LSTM implementation…☆71Mar 7, 2019Updated 7 years ago
- ☆25Jan 11, 2023Updated 3 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
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- 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
- Neural architecture search framework based on reinforcement learning:"A Novel Approach to Detecting Muscle Fatigue Based on sEMG by Using…☆15Nov 22, 2024Updated last year
- ☆34Jan 28, 2019Updated 7 years ago
- ☆31Apr 3, 2023Updated 3 years ago
- ☆22Apr 27, 2022Updated 4 years ago
- sEMG feature extract and visual tools☆10Mar 25, 2019Updated 7 years ago
- This is a classification task based on CIFAR10,Accuracy is about 87%(without pre-training),The net is CoAtNet(0-5,total coatnet family),w…☆10Oct 1, 2023Updated 2 years ago