In the ever-expanding cosmos of data science, routines are our trusty utensils for uncovering valuable insights. But what if we could embed a touch of whimsy into these computational behemoths? Enter Pumpkin-Shaped Optimization, a novel approach that reimagines data analysis by inspiring the efficacy of a pumpkin's natural design. This unconven

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