In the realm of pumpkin cultivation, maximizing yield and quality is paramount. Farmers are increasingly utilizing algorithmic strategies to achieve optimal pumpkin development. Such innovative approaches leverage machine learning to identify parameters that influence pumpkin size. By analyzing historical data and real-time agrological conditions,