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