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Deep learning is a branch of artificial intelligence that automatically extracts features, identifies patterns, and makes predictions or classifications from large amounts of data through multi-layer neural networks. It is widely used in image recognition, speech recognition, natural language processing, and autonomous driving, and has the advantages of automatic feature extraction and processing of unstructured data. Although deep learning technology has made significant progress, it still face