In the ever-expanding universe of data science, programs are our trusty instruments for uncovering valuable insights. But what if we could infuse a touch of novelty into these computational behemoths? Enter Pumpkin-Shaped Optimization, a novel strategy that restructures data analysis by mimicking the efficiency of a pumpkin's natural form. This

The harvest of a pumpkin patch is a complex process influenced by a range of factors. Deep learning, a subset of machine learning, offers innovative tools to optimize this process. By interpreting data from weather stations, deep learning algorithms can forecast pumpkin yield and recognize potential problems such as pests or nutrient deficiencies.