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Text-Extraction-Using-Tesseract-OCR

Text Extraction From Images After Refining It Using Tesseract OCR Module , OpenCV And Python 3

First Step : Refining Images To Suitable Form To Do OCR Using OpenCV


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Image 1 [After] Image 2 [After]

The Extracted Text From Image 1

CHAPTER I

A LONG-EXPECTED PARTY

‘When Mr. Bilbo Baggins of Bag End announced thar be would shortly be
eek bexting his elevenry-frst birthday with a party of special magniScence,
there was rauch talk and excitement in Hobbiton,

Bilbo was very rich and very peculiar, and had been the wonder of the
Shire for sry years, ever since his remarkable disappearance and unexpe-
ted return. The riches he had brought back from his travels had now become
‘slocat legend, and it was popularly believed, whatever the old folk might say,
that the Hill at Bag End was full of runoels stuffed with treasure, And if that
wwas not enough for fame, there was also his prolonged vigour to marvel at.
‘Time wore on, but ir scemed to have Little effect on Mr, Baggins. At ninety
the was much the same as at fifty. Ar ninety-nine they began to cal him woell-
‘preserved; but unchanged would have been nearer the mark, There were some
that shook their heads and thought this was 100 much of a good thing; it
seemed unfait thst anyone should possess (apparently) perpetual youth os
well as (reputedly) inexhaustible wealth.
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The Extracted Text From Image 2

glass and steel. In front of it is a large meta} sculpture that
the Dauntless climb after school, daring each other to go
higher and higher. Last year I watched one of them fall
and break her leg. F was the one who ran to get the nurse.

“Aptitude tests today,” I say. Caleb ie not quite a year
older than I am, so we are in the same year at school.

He nods as we pass through the front doors. My muscles
tighten the second we walk in. The atmosphere feels
hungry, like every sixteen-year-old is trying to devour as
much ae he can get of this last day. It is likely that we will
not walk these halls again after the Choosing Ceremony—
once we choose, our new factions will be responsible for
finishing our education.

Our classes are cut in half today, so we will attend all
of them before the aptitude tests, which take place after
lunch. My heart rate is already elevated.

“You aren't at all worried about what they'll tell you?” I
ask Caleb.

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License

This project is licensed under the MIT License - see the LICENSE.md file for details

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Text Extraction From Images After Refining It Using Tesseract OCR Module And Python 3

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