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Image to Text (Text Extractor)

MPOP Reverse II

How to install

npm install xtract-txt

Introduction

The OCR (Optical Character Recognition) Engine Mode is one part of this project from its first release. According to IBM, Optical character recognition (OCR) is sometimes referred to as text recognition. An OCR program extracts and repurposes data from scanned documents, camera images and image-only pdfs. OCR software singles out letters on the image, puts them into words and then puts the words into sentences, thus enabling access to and editing of the original content. It also eliminates the need for manual data entry. The Page segmentation mode defines how your text should be treated by Tesseract. For example, if your image contains a single character or a block of text, you want to specify the corresponding psm so that you can improve accuracy. According to David Sixela.

How to use (extractText) .extractText(image_path: string, options?: XTRACT_OPTIONS): Promise< XTRACT >

const extractText = require("xtract-txt")

let run = async () => {
	let output = await extractText("./sampleimg.png")
	// await scan("./sampleimg.png", 2, 3)
	// This is just optional
	console.log(output)
}

run()

Result

{
	"result": "Sample text"
}

Here are the parameters from the options?: XTRACT_OPTIONS parameter. All the keys are optional, meaning not require.

Key Datatype
debugging boolean
grayscale boolean
contrast number
normalized boolean
posterized number
ocr_engine_mode OEM
pageseg_mode PSM
save_image_path file_path.extension

How to use (Add language) .addLanguage(language: string)

This feature is just optional, this package has already default installed languages which are english and the orientation and script detection (osd).

const extractText, {addLanguage, CEBUANO, FILIPINO, TAGALOG} = require("xtract-txt")

let run = async () => {
	addLanguage(CEBUANO)
	addLanguage(FILIPINO)
	addLanguage(TAGALOG)
	let output = await extractText("./sampleimg.png")
	console.log(output)
}

run()

Add language is still in development, so that this feature might not be stable. Try to add some try catch to handle this kind of error and to avoid some crash on to your system.

Language Lists

  • ARABIC
  • CEBUANO
  • CHINESE_SIMPLIFIED
  • CHINESE_TRADITIONAL
  • GERMAN
  • GREEK
  • FILIPINO
  • HEBREW
  • JAPANESE
  • KOREAN
  • TAGALOG

For more language, kindly visit this link, and use the key language to add.


Credits

  1. Tesseract.js
  2. cli-progress
  3. ansi-colors
  4. Jimp

About

A simple Tesseract wherein you can have the text from the image. Idea from: https://www.npmjs.com/package/text-from-image

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