With the growing demand for pumpkins and the ever-increasing need for optimized harvesting methods, farmers are turning to cutting-edge intelligent approaches. These strategies leverage robust algorithms to evaluate pumpkin maturity, predict optimal harvest times, and guide robotic systems for precise picking. By decreasing manual labor and improvi