The yield of a pumpkin patch is a complex process influenced by a range of factors. Deep learning, a subset of machine learning, offers cutting-edge tools to optimize this process. By analyzing data from weather stations, deep learning algorithms lire plus can predict pumpkin yield and detect potential problems such as pests or nutrient deficiencie