With the growing demand for pumpkins and the ever-increasing need for effective harvesting methods, farmers are turning to innovative algorithmic approaches. These strategies leverage robust algorithms to assess pumpkin maturity, predict optimal harvest times, and guide robotic systems for precise picking. By decreasing manual labor and improving y