https://github.com/matin-ghorbani/license-plate-recognizer

Implement a Iranian license plate recognizer
https://github.com/matin-ghorbani/license-plate-recognizer

deep-learning deep-text-recognition-benchmark image-recognition iranian-license-plate-recognition license-plate-recognition pytorch

Last synced: 3 months ago
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Implement a Iranian license plate recognizer

• Host: GitHub
• URL: https://github.com/matin-ghorbani/license-plate-recognizer
• Owner: matin-ghorbani
• License: gpl-3.0
• Created: 2024-03-19T22:09:27.000Z (about 1 year ago)
• Default Branch: main
• Last Pushed: 2024-03-19T22:28:13.000Z (about 1 year ago)
• Last Synced: 2024-11-29T17:26:00.699Z (5 months ago)
• Topics: deep-learning, deep-text-recognition-benchmark, image-recognition, iranian-license-plate-recognition, license-plate-recognition, pytorch
• Language: Jupyter Notebook
• Homepage:
• Size: 259 KB
• Stars: 11
• Watchers: 1
• Forks: 0
• Open Issues: 0
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# License Plate Recognizer

Implement a Iranian license plate recognizer

**I used and trained [Deep Text Recognition Benchmark](https://github.com/clovaai/deep-text-recognition-benchmark.git) on Iranian License Plates on this [dataset](https://github.com/mut-deep/IR-LPR)**

## DTRB Iranian License Plate Recognition

#### I Have a function in `prepare_dataset.py` to convert xml format to DTRB format

### Training Information

|Iteration| Train loss | Valid loss | Best accuracy |

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

|9000|   0.00050   |0.69526        | 80.559 |

### Inferences on testing images:

  

    

    

    

    

    

  

  

    67922111

    68b31699

    28i21255

    12u32211

    63i56855

  

   

    @ : ویلچر

    B : ب

    I : ی

    U : ص

    I : ی

  

### This is my [License plate recognizer weight](https://drive.google.com/file/d/1-N2uqe1bS0H6TTfLVpLCzlQtTgq7yan3/view?usp=sharing) if you want to test it.