https://github.com/ironvenom/license-plate-character-segmentation-and-recognition

Connected component analysis based character segmentation and segmented character recognition using pre-trained OCR model.
https://github.com/ironvenom/license-plate-character-segmentation-and-recognition

Last synced: 8 days ago
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Connected component analysis based character segmentation and segmented character recognition using pre-trained OCR model.

• Host: GitHub
• URL: https://github.com/ironvenom/license-plate-character-segmentation-and-recognition
• Owner: IronVenom
• Created: 2022-04-24T05:13:00.000Z (about 3 years ago)
• Default Branch: main
• Last Pushed: 2022-04-24T05:17:11.000Z (about 3 years ago)
• Last Synced: 2025-03-15T18:18:32.468Z (3 months ago)
• Language: Python
• Size: 50.8 KB
• Stars: 0
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md

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README

        
# License Plate Character Segmentation and Recognition

Implemented a connected component analysis based algorithm for character localization and segmentation in license plate images using Python and Skimage. Used Python and Keras-OCR for recognizing segmented characters.

| Original Image | Segmentation using Connected Component Analysis | Recognized Text |

| ------ | ------ | ------ |

| ![Original_Image](sampleimg.png) | ![CCA](cca.png) | p g m n 1 1 2 |