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The study of handwritten words is tied to the development of recognition methods to be used in real-world applications involving handwritten words, such as bank checks, postal envelopes, and handwritten texts, among others. In this work, the focus is handwritten words in the context of Brazilian bank checks, specifically the months of the year, and no restrictions are placed on the types or styles...