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AI Flood Prediction with LSTM RNN Model by studyfor7hrs is a document available to read on EtoBox.
What is AI Flood Prediction with LSTM RNN Model about?
This study presents an LSTM-based Recurrent Neural Network for flood risk prediction, achieving 91% accuracy and an AUC of 0.94, validated against actual flood events in Indian metros. The model is integrated into a user-friendly GUI using Tkinter, emphasizing accessibility and real-time predictions for municipalities and citizens. Future enhancements include web deployment, integration with real-time data, and SMS alert systems.
- Author
- studyfor7hrs
- Language
- EN