Stopping to Reduce Overfitting in Recognition of Handwritten Characters
<h3>What is
Handwritten Characters?</h3>
Handwritten character recognition (HCR) is the detection and transformation of characters from images, documents, and other sources into machine-readable shapes for further processing. Accurate recognition of intricately shaped compound handwritten characters remains a significant challenge.
Offline handwriting recognition has a wide range of applications, including reading postal addresses, bank check amounts, and forms. Furthermore, OCR is important for digital libraries because it allows image textual information to be entered into computers via digitization, image restoration, and recognition methods.
Manuscript is a handwritten text or document written in the past.
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