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