AquaSens is an intelligent irrigation prediction system that leverages machine learning to help farmers make data-driven decisions about crop irrigation needs. The system analyzes multiple environmental and soil parameters to predict whether crops require low, medium, or high irrigation, along with detailed recommendations and decision paths.