In the ever-expanding cosmos of data science, routines are our trusty tools for uncovering valuable insights. But what if we could embed a touch of novelty into these numerical behemoths? Enter Pumpkin-Shaped Optimization, a novel method that reimagines data analysis by inspiring the efficiency of a pumpkin's natural form. This unconventional f

The harvest of a pumpkin patch is a complex process influenced by multiple factors. Deep learning, a subset of machine learning, offers innovative tools to optimize this process. By analyzing data from monitoring devices, deep learning algorithms can estimate pumpkin yield and identify potential problems such as pests or nutrient deficiencies. This