https://github.com/anil951/license-plate-recognition

https://github.com/anil951/license-plate-recognition

annotations cnn image-processing imagetotext license-plate-recognition pipeline-framework yolov8

Last synced: about 2 months ago
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• Host: GitHub
• URL: https://github.com/anil951/license-plate-recognition
• Owner: Anil951
• Created: 2025-05-16T17:40:04.000Z (5 months ago)
• Default Branch: main
• Last Pushed: 2025-05-16T18:03:25.000Z (5 months ago)
• Last Synced: 2025-06-28T09:38:01.308Z (3 months ago)
• Topics: annotations, cnn, image-processing, imagetotext, license-plate-recognition, pipeline-framework, yolov8
• Language: Jupyter Notebook
• Homepage:
• Size: 1.3 MB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

          
# License Plate Recognition

An end-to-end AI system that detects license plates in images and recognizes characters using a YOLO-CNN pipeline.

## **YOLO-based plate detection** - Accurately localizes license plates in vehicle images.

![download](https://github.com/user-attachments/assets/92dd2a6c-9187-4fac-b0bc-896b4bae309d)

![download](https://github.com/user-attachments/assets/c1e924f0-e1c6-449a-abd8-0a33e27a1bba)

## **CNN character recognition(OCR)** - Predicts plate text in the License Plate images.

![download](https://github.com/user-attachments/assets/0416b186-c556-47d2-ad70-354d3fe067a6)

![download](https://github.com/user-attachments/assets/cd6ca745-4ab6-460d-8025-18740d54601b)

## **Pipeline -> License Plate Recognition**

![download](https://github.com/user-attachments/assets/edda7420-a0af-457e-b041-13be35c96b75)