Cultivating the perfect pumpkin is a laborious task. Traditionally, farmers rely on observation to select prime candidates for growth. However, with the advent of machine learning, a new era of pumpkin cultivation has emerged - one driven by algorithms. These algorithmic strategies analyze vast data