In the quest for maximizing harvest from pumpkin patches, modern farmers are increasingly turning to data-driven approaches. By collecting and processing crucial information about soil conditions, weather patterns, and pumpkin development, models can be implemented to enhance various aspects of the growing process. Precision irrigation based