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 analyze pumpkin maturity, predict optimal harvest times, and guide robotic units for precise picking. By decreasing manual labor and improving yi