This project aims to predict the probability of floods in various regions using deep learning techniques. It is part of the "Regression with a Flood Prediction Dataset" competition from Kaggle's ...

This Flask application is designed to predict flood probabilities using a pre-trained deep learning model ... The model's performance was evaluated based on the R-squared score.

Abstract: Flash flood ... accurate prediction of risk levels crucial for disaster prevention and mitigation. This study introduces an innovative artificial intelligence approach based on knowledge ...