Skip to content

Latest commit

 

History

History
37 lines (22 loc) · 1.07 KB

File metadata and controls

37 lines (22 loc) · 1.07 KB

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

Model Architecture

Use Cases

Use Cases

Sample Prediction

Sample Prediction