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DeepSeek OCR: Revolutionizing Document Understanding with Optical Compression

DeepSeek OCR introduces a groundbreaking approach called context optical compression, enabling machines to understand documents holistically rather than as isolated characters. By compressing visual information up to 20× while preserving high accuracy, it dramatically reduces computational load compared to traditional OCR tools. Its two-stage architecture, combining advanced vision models with a powerful decoder, excels at complex layouts, multilingual text, tables, and scientific content.

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