JAL-DRISTHI

Flood Prediction and Projection System

FIPPS is a Flood Inundation Prediction and Projection System. It is a Theoretical model to predict inundation. It blends data sources, geospatial analysis, machine learning, and real-time data to predict and visualize flood extents accurately. FIPPS improves flood preparedness, disaster management, and public safety in flood-prone areas.

MODEL: Predict the Future Inundation

Artificial Neural Network and Long Short-Term Memory

APP: Visualize The Predicted Inundations.

Technologies

• ANN + LSTM Merged Model
• TensorFlow, Keras
• Django Framework
• Folium Map
• Tailwindcss

Model Architecture

Use Cases

Sample Prediction