AINeutralarXiv – CS AI · 18h ago5/10
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Intelligent Character Recognition of Handwritten Forms with Deep Neural Networks
Researchers present a novel deep neural network approach that combines handwritten character detection and classification into a single task, eliminating the need for manual annotation by using synthetically generated training data. The method achieves 88.28% recognition accuracy on real exam forms, demonstrating superior performance compared to traditional two-stage approaches.