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What is OCR? | prevent the over fitting with CNN or CRNN

OCR- Optical Character Recognition Is process of mechanically converting scanned images of handwritten, and explained how to prevent the overfitting with CNN or CRNN.

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What is OCR? | prevent the over fitting with CNN or CRNN

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  1. WHAT IS OCR? | PREVENT THE OVER FITTING WITH CNN OR CRNN OPTICAL CHARACTER RECOGNITION WHAT IS OPTICAL CHARACTER RECOGNITION OCR - Optical Character Recognition provides the automatic extraction of the text from the images. It defines the process of mechanically or electronically converting scanned images of handwritten, typed or printed text into machine-encoded text. OCR PROCESSING STEPS Image import. Image pre-processing , To increase recognition accuracy Document analysis. Recognition. Text export and document reconstruction. PREVENT OVER FITTING WITH CNN,CRNN Add more data. Use data augmentation. Use architectures that generalize well. Add regularization Reduce architecture complexity. Blog: https://blog.paradisetechsoft.com/optical- character-recognition-well-explained/

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