Obesity Prediction Web Application

A Flask-based web application for predicting obesity risk and providing health recommendations.

Directory Structure

obesity-prediction/
├── static/
│   └── css/
│       └── style.css
├── templates/
│   ├── base.html
│   ├── home.html
│   ├── predict.html
│   └── health_tips.html
├── app.py
└── README.md

Setup Instructions

1. Install required dependencies:

   pip install flask numpy pandas joblib

2. Ensure your trained model file (finallll.pkl) is in the root directory

3. Run the application:

   python app.py

4. Open your browser and navigate to http://localhost:5000

Live Demo:

Visit our deployed web app at: https://obesity-level-prediction-web-app.onrender.com

Features

• User-friendly interface
• Comprehensive obesity prediction form
• Detailed health tips and recommendations
• Responsive design for all devices
• Beautiful and professional UI