Smart Bridge Estimator

Smart Bridge Estimator is a web application that predicts the structural health and collapse risk of bridges using machine learning.

Features

• Enter bridge parameters and get instant predictions for stress, strain, tensile strength, and collapse risk.
• User-friendly React frontend.
• Node.js/Express backend API.
• Python FastAPI microservice for ML predictions.
• MongoDB for storing prediction data.

Project Structure

• client/ - React frontend (Vite)
• server/ - Node.js/Express backend
• ml-model/ - Python FastAPI ML service

Getting Started

1. Start the ML model service:

   cd ml-model
   pip install -r requirements.txt
   uvicorn main:app --reload
   

2. Start the backend:

   cd server
   npm install
   npm start
   

3. Start the frontend:

   cd client
   npm install
   npm run dev
   

4. Open http://localhost:5173 in your browser.

Technologies Used

• React, Vite
• Node.js, Express
• Python, FastAPI, scikit-learn
• MongoDB

License

For educational use.