Cultivating the perfect pumpkin is a laborious task. Traditionally, farmers rely on instinct to select prime candidates for growth. However, with the advent of machine learning, a new era of pumpkin cultivation has emerged - one driven by complex models. These algorithmic strategies analyze vast datasets on soil composition, weather patterns, and c