With the growing demand for pumpkins and the ever-increasing need for effective harvesting methods, farmers are turning to innovative automated approaches. These strategies leverage robust algorithms to analyze pumpkin maturity, predict optimal harvest times, and guide robotic arms for precise picking. By minimizing manual labor and maximizing yiel