https://github.com/akash-peace/text-recognition

Text Recognizer project objective is to make a text recognising model with Tesseract-OCR.
https://github.com/akash-peace/text-recognition

east imutils numpy opencv python3 tesseract-ocr

Last synced: about 22 hours ago
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Text Recognizer project objective is to make a text recognising model with Tesseract-OCR.

• Host: GitHub
• URL: https://github.com/akash-peace/text-recognition
• Owner: Akash-Peace
• License: mit
• Created: 2021-05-06T06:20:56.000Z (almost 4 years ago)
• Default Branch: main
• Last Pushed: 2022-03-19T05:50:01.000Z (almost 3 years ago)
• Last Synced: 2023-08-20T20:34:05.362Z (over 1 year ago)
• Topics: east, imutils, numpy, opencv, python3, tesseract-ocr
• Language: Python
• Homepage: https://github.com/Akash-Peace/TEXT-RECOGNITION/tree/main/Screenshots
• Size: 1.62 MB
• Stars: 2
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        



  

  
TEXT RECOGNIZER

  


    Optical Character Recognition System

    


    


    View Predictions

    ·

    Report Bug

    ·

    Request Feature

  


  Table of Contents

  


    
About The Project

    
Built With

    
Powered By

    
Usage

    
Screenshots

    
License

    
My System Spec

    
Contact

  


## About The Project

Text Recognizer project objective is to make a text recognising model with [Tesseract-OCR](https://opensource.google/projects/tesseract). Image processing and Text extractions are done with [OpenCV](https://opencv.org/) and [EAST](https://theailearner.com/2019/10/19/efficient-and-accurate-scene-text-detector-east/). Overlapping of bounding boxes is reduced by Non-Maximum-Suppression from [imutils](https://github.com/jrosebr1/imutils) and Precdictions are applicable for both images and videos. [MIT](https://github.com/Akash-Peace/TEXT-RECOGNITION/blob/main/LICENSE) licenses this project and it is free to use, fork, modify and distribute. If you like this project, give a _star_ and follow me.

## Built With

* [Python](https://www.python.org/)

## Powered By

* [Numpy](https://numpy.org/)

* [OpenCV](https://opencv.org/)

* [Tesseract-OCR](https://opensource.google/projects/tesseract)

* [EAST](https://theailearner.com/2019/10/19/efficient-and-accurate-scene-text-detector-east/)

* [imutils](https://github.com/jrosebr1/imutils)

## Usage

Usage of this project is to recognise english text in real time and it can also store the matched text in txt file.

## Screenshots

View [Screenshots](https://github.com/Akash-Peace/TEXT-RECOGNITION/tree/main/Screenshots) here.

## License

Distributed under the MIT License. See [LICENSE](https://github.com/Akash-Peace/TEXT-RECOGNITION/blob/main/LICENSE) for more information.

## My System Spec

**OS:** [Elementary](https://elementary.io/)\

**Model:** Acer Aspire 5 A515-51G\

**Processor:** Intel i5 7th gen\

**Ram:** DDR4 8gb\

**Disk:** HDD 100gb

## Contact

Akash.A,\

Computer Science Engineer,\

[email protected],\

8608550403,\

Chennai.

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