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Handwritten Text Recognition using CRNN

This project builds a deep-learning OCR system that transcribes handwritten English text lines from scanned images using a CR...

Python 3.10 · PyTorch · CRNN training CNN encoder · BiLSTM · CTC loss IAM Handwriting Database · 13353 labeled lines
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