This repository contains the solution to two challenging tasks of the OCR system, e.g.Text area segmentation and colored text normalization.
This pre-process technique cutaway the unwanted background portion and extract the written area from the image.
Run "Book_Page_Cropper.ipynb" Notebook to perform page cropping process.
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Some text lines are difficult or impossible to recognize when text is colorful. So this pre-processing teqhnique is based on intelligent binarization and image color processing. It enhances the color text lines and convert the color and greyscale images into black-and-white images successfully.
Run "Multi_Colored_Text_Enhancement.ipynb" Notebook to perform colored text transformation process.
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