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