QuakeVision - Earthquake Damage Prediction API

An API for predicting earthquake damage based on seismic parameters and soil type.

Features

• Predict Peak Ground Acceleration (PGA) using Random Forest model
• Analyze potential damage levels based on PGA
• Support for 5 soil types: Alluvial, Medium, Rock/Stiff, Sandy, Soft
• RESTful API with FastAPI
• Automatic OpenAPI documentation

API Endpoints

1. GET /soil-types

Get all valid soil types for frontend dropdown.

2. POST /predict-damage

Predict earthquake damage based on seismic parameters.

Request Body:

{
  "magnitude": 6.5,
  "depth": 15.0,
  "distance_from_fault": 25.0,
  "soil_type": "rock/stiff soil"
}