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This case describes the image recognition process handwritten Arabic numerals, a brief description and analysis of the handwritten numeral recognition based on statistical methods, and through the development of a small handwritten numeral recognition system experiment. Handwritten numeral recognition system needs to achieve handwritten digital image reading function, feature extraction, recognition and the establishment of functional template feature digital library