In the ever-expanding universe of data science, programs are our trusty tools for unearthing valuable insights. But what if we could inject a touch of fun into these numerical behemoths? Enter Pumpkin-Shaped Optimization, a novel strategy that restructures data analysis by emulating the efficacy of a gourd's natural structure. This unconvention

The production 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 processing data from monitoring devices, deep learning algorithms can forecast pumpkin yield and detect potential problems such as pests or nutrient deficiencies.