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