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Flex Web Application

Overview

FleX is a web application developed as part of an Imperial MSc Group Project. This application provides a flexible platform for managing and visualizing live EMG and IMU data and running multiple ML models to classify exercises aswell as muscle fatigue levels.

Project Structure

Flex_WebApp/
├── app/                  # Application package
│   ├── __init__.py       # Flask application initialization
│   ├── models/           # ML models
│   ├── routes/           # Route definitions and view functions
│   ├── static/           # Static files (CSS, JS, images)
│   ├── templates/        # HTML templates
│   └── utils/            # Utility functions
├── data/                 # Data storage
├── config.py             # Configuration settings
└── run.py                # Application entry point

Installation

Prerequisites

  • Python 3.7 or higher
  • pip (Python package manager)

The application should be accessible at http://localhost:5000 (or whichever port is configured).

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Exercise Monitoring System

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  • HTML 39.6%
  • Python 32.9%
  • JavaScript 24.5%
  • CSS 3.0%