The harvest of a pumpkin patch is a complex process influenced by various factors. Deep learning, a subset of machine learning, offers cutting-edge tools to optimize this process. By analyzing data from sensors, deep learning algorithms can predict pumpkin yield and recognize potential problems such as pests or nutrient deficiencies. This allows fa