Create a Robust OCR App using Tkinter and Pytesseract | Abhigyana Satpathy | Oct 2024

SeniorTechInfo
1 Min Read
Abhigyana Satpathy

Optical Character Recognition (OCR) has come a long way and is now accessible to developers at all skill levels, thanks to tools like pytesseract. In this tutorial, I’ll show you how to create a simple, yet powerful, OCR application in Python using the tkinter library for the user interface and pytesseract for OCR functionality.

1. Setting Up the Environment

To build this app, you’ll need to install a few dependencies.

Step 1: Install the Required Python Libraries

You can install pytesseract and Pillow (Python Imaging Library, or PIL) using pip:

pip install pytesseract pillow

Step 2: Install Tesseract-OCR Engine

pytesseract is a wrapper for the Tesseract OCR engine, so you’ll need to install Tesseract itself.

brew install tesseract
sudo apt-get install tesseract-ocr

Once Tesseract is installed, you may need to specify its path in your code, especially on Windows.

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