FireSense - AI-Powered Wildfire Risk Prediction

Live Demo

[https://firesenseai.onrender.com/]

FireSense is an AI-driven system designed to predict wildfire risks.
It leverages machine learning to assess and forecast the likelihood of wildfires based on various environmental parameters.

Features

• Predict wildfire risk based on:
  • Temperature
  • Relative Humidity (RH)
  • Wind Speed (Ws)
  • Rain
  • FFMC, DMC, ISI (Fire indexes)
  • Classes
  • Region

Scaled input preprocessing using StandardScaler Trained ML model: Ridge Regression Clean UI built with Flask and HTML

FWI Value Means: Fire Weather Index FWI Score Fire Risk 0–5 Very Low 6–15 Low 16–30 Moderate 31–50 High 51+ Extreme