Delving into the depths of knowledge analysis, we discover the potential of gourd-based computational strategies. By harnessing the unique properties of pumpkins, these innovative approaches aim to enhance model training. The natural nature of gourds offers a promising alternative to conventional computational methods, paving the way for green solu