Skip to content

End-to-End Pipeline for Automated Private Data Detection Using YOLO, OCR, and Qwen (LLM).

License

Notifications You must be signed in to change notification settings

Klopotek0/Text-detection-and-classification-on-images

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

2 Commits
 
 
 
 
 
 
 
 
 
 
 
 
 
 

Repository files navigation

Private_Data_identifier

End-to-End Pipeline for Automated Private Data Detection Using YOLO, OCR, and Qwen (LLM)

This project integrates YOLO (object detection), EasyOCR (text recognition), and Qwen (LLM) to identify, extract, and process text from images. The extracted text is analyzed by Qwen to detect private data (names, IDs, dates, places, etc.), which is then redacted in real-time by marking detected sensitive areas with red bounding boxes on the image.

About

End-to-End Pipeline for Automated Private Data Detection Using YOLO, OCR, and Qwen (LLM).

Resources

License

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published

Languages