Building a Simple OCR App with Python | Automating Text Search

Building a Simple OCR App with Python | Automating Text Search

Automata Learning Lab

1 год назад

4,101 Просмотров

Let's write a simple Python script to automate search over text in your local images with OCR using Python.
Let's get started! :)

📚 Chapters:
00:00 - Introduction and setting up the OCR search project
00:18 - Initial project setup requirements and Python package installations
00:32 - Importing necessary libraries
00:45 - Setting up the functions to scan images for text and loop over images in a folder
01:00 - Setting up EasyOCR reader for text detection
01:16 - Coding the OCR scan function
01:57 - Setting up the function to process recognized text
02:20 - Introduction of a template for the search images function
02:31 - Initial testing of the OCR scan function
03:00 - Execution of the OCR scan on an image for demonstration
03:16 - Starting the development of the search images function
04:12 - Explanation of how the search images function works
06:10 - Testing the search images function
07:28 - Transitioning the code to an application callable from terminal
08:20 - Developing a CLI tool to enable OCR search from terminal
10:26 - Parsing the arguments for the CLI tool
11:34 - Coding the logic to handle directory search and keyword recognition
12:30 - Handling single image OCR search in the CLI tool
14:31 - Running and testing the application in the terminal
15:02 - Conclusion and review of the project.

🔗 Links:
- Medium Article with source code: https://medium.com/@lucas-soares/how-to-build-a-simple-ocr-search-app-for-your-local-files-1a6357c0a1d0
- Subscribe!: https://www.youtube.com/channel/UCu8WF59Scx9f3H1N_FgZUwQ
- Join Medium: https://lucas-soares.medium.com/membership
- Tiktok: https://www.tiktok.com/@enkrateialucca?lang=en
- Twitter: https://twitter.com/LucasEnkrateia
- LinkedIn: https://www.linkedin.com/in/lucas-soares-969044167/

#automation #python #productivity #datascience #artificialintelligence
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