Multimedia applications now use artificial intelligence to process and classify image classification. Convolutional Neural Networks (CNNs) are used to classify multimedia classification without human interactions. We use CNNs to classify satellite images based on deep learning. We, like other researchers, use CNNs to extract image features from different image models. Various models are better suited for this type of extraction; see, for example, SAT4 and SAT6.