This is one of my capstone project for "Biomedical Signal Analysis" course to classifies muscle fatigue using custom CNN and ResNet50 models, based on handgrip strength estimations from Surface Electromyography (sEMG) signals. The Short-Time Fourier Transform (STFT) converts sEMG signals into time-frequency representations for CNN input.
☆13Jul 12, 2024Updated last year
Alternatives and similar repositories for sEMG-Muscle-Fatigue-Clasification
Users that are interested in sEMG-Muscle-Fatigue-Clasification are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- 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
- An improved multiscale sample entropy algorithm to extract signal features: "Analysis of fatigue in the biceps brachii by using rapid re…☆12Nov 6, 2023Updated 2 years ago
- 西北工业大学本科毕业设计/硕士博士学位论文 Typst 模板☆58May 2, 2026Updated last week
- Implementation of batch normalization LSTM in pytorch.☆12Jul 10, 2019Updated 6 years ago
- The purpose of this unit is to introduce you to the measurement and analysis of electrical activity generated by skeletal muscle, includi…☆17Dec 26, 2021Updated 4 years ago
- Managed Database hosting by DigitalOcean • AdPostgreSQL, MySQL, MongoDB, Kafka, Valkey, and OpenSearch available. Automatically scale up storage and focus on building your apps.
- A hybrid neural network combining CNN and LSTM layers enhances ECG signal classification by capturing both spatial (waveform amplitude, …☆15Oct 30, 2024Updated last year
- ☆27Sep 29, 2024Updated last year
- EMG Machine Learning Analysis and Feature Extraction for Physical Fatigue Monitoring☆22Oct 4, 2020Updated 5 years ago
- Robust Phase Unwrapping for MR Temperature Imaging Using a Magnitude-Sorted List, Multi-Clustering Algorithm☆16Mar 25, 2015Updated 11 years ago
- 无需操作系统与动态内存分配的嵌入式Shell☆31Aug 15, 2023Updated 2 years ago
- The features of nonlinearity and non-stationarity in real systems are often difficult to be extracted. This paper focuses on developing a…☆24Dec 24, 2023Updated 2 years ago
- This is a implementation of integrating a simple but efficient attention block in CNN + bidirectional LSTM for video classification.☆26Aug 2, 2024Updated last year
- CNN Implemetation on ZYNQ-7010☆25Sep 24, 2023Updated 2 years ago
- 基于全志A133的掌上电脑☆39May 24, 2022Updated 3 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Efficient FPGA-Based Accelerator for Convolutional Neural Networks☆56Jul 31, 2024Updated last year
- ☆34Jan 28, 2019Updated 7 years ago
- 肌电信号深度学习毕业论文☆57Apr 2, 2025Updated last year
- 时间序列异常检测☆55Feb 27, 2022Updated 4 years ago
- Filter functions for processing EMG signals.☆69Apr 15, 2022Updated 4 years ago
- A list of public EMG datasets and their papers, with a focus on raw EMG signals.☆97Feb 28, 2024Updated 2 years ago
- [TNNLS-2025] This is the pytorch implementation of EmT, a graph-transformer for EEG emotion recognition.☆103Jan 8, 2026Updated 4 months ago
- ☆241Feb 11, 2026Updated 2 months ago
- Utilities for processing OpenCap data.☆137Apr 24, 2026Updated 2 weeks 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.
- Inverse Kinematic Library for Arduino for a three link-arm system with a rotating base.☆75Aug 16, 2020Updated 5 years ago
- 一个基于发布-订阅模型的多线程消息框架,用于嵌入式平台,纯C实现,性能和灵活性极高☆129Apr 20, 2026Updated 2 weeks ago
- Implementation of ConvLSTM in pytorch applied for BCI (Brain Machine Interface) following paper: Convolutional LSTM Network-A Machine Lea…☆108Jan 26, 2021Updated 5 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
- ☆172Jul 30, 2024Updated last year
- Dynamic and static models for real-time facial emotion recognition☆193Aug 2, 2024Updated last year
- 异常值检测算法总结☆201May 6, 2020Updated 6 years ago
- ☆211Sep 9, 2022Updated 3 years ago
- MRI brain extraction tool☆415Dec 18, 2024Updated last year
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- CNN acceleration on virtex-7 FPGA with verilog HDL☆481Feb 27, 2018Updated 8 years ago
- AAAI 2024 Papers: Explore a comprehensive collection of innovative research papers presented at one of the premier artificial intelligenc…☆592Jan 26, 2025Updated last year
- "Vibe-Trading: Your Personal Trading Agent"☆5,376Updated this week
- ClawX is a desktop app that provides a graphical interface for OpenClaw AI agents. It turns CLI-based AI orchestration into a desktop exp…☆7,097Updated this week
- This is the Army Research Laboratory (ARL) EEGModels Project: A Collection of Convolutional Neural Network (CNN) models for EEG signal cl…☆1,516May 2, 2022Updated 4 years ago
- Pytorch implementation of RetinaNet object detection.☆2,206Apr 29, 2023Updated 3 years ago
- ☆5,823Apr 5, 2026Updated last month