The autumn/fall/harvest season is upon us, and pumpkin patches across the globe are overflowing with produce. But what if we could maximize the output of these patches using the power of machine learning? Consider a future where autonomous systems survey pumpkin patches, pinpointing the highest-yielding pumpkins with granularity. This innovative ap