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