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In the swiftly advancing domain of Artificial Intelligence (AI) and Machine Learning (ML), Optical Character Recognition (OCR) has become an essential technology that empowers machines to interpret and extract text from images, scanned documents, and handwritten materials. The foundation of any effective OCR model is a high-quality OCR dataset, which trains the machine to comprehend and identify text proficiently. This detailed guide will delve into the nature of OCR datasets, their importance, and their role in enhancing machine learning models.
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