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