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Image perspective transformation and text recognition

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opencv-Birdview

This repository features an image perspective transformation and text recognition tool.

Following is a summary of the main features:

  • Image cropping automation
  • Bird's eye view transformation
  • Optical character recognition

Run this on anything you want to digitize such as checks, receipts, business cards or media front covers:

Example

Requirements

Developed and tested on the following setup:

  • CMake 3.0.0
  • OpenCV 3.4.2
  • Boost 1.67.0
  • Tesseract 4.0.0

Installation

I recommend to use Visual Studio Code. If not, run the following commands:

cmake CMakeLists.txt
make
./Birdview

Usage

Make sure to update the configuration file first.

The image above as an input should yield:

OCR

Transformation

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Image perspective transformation and text recognition

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  • C++ 95.9%
  • CMake 4.1%