Generate Synthetic Korea License Plate.
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You can use this generator when there is insufficient data on the license plate.
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This image generator may be used in a character recognition model like 'CRNN'
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I recommend pre-training with synthetic images and fine-tune with real data.
- You can create synthetic license plate pictures by selecting the plate of the desired type.
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The name of the photo shows the letters and numbers on the license plate.
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Hangul in the plate was translated into English with the following rules.
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Region : 서울 -> A, 인천 -> B ...
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Hangul : 나 -> sk, 너 -> sj, 다 -> ek, 도 -> eh ...
- os : Ubuntu 16.04.4 LTS
- Python : 3.5.2
| File | Description |
|---|---|
| Generator_original.py | generate images without any image distortion/augmentation. |
| Generator_augmentation.py | generate images with image augmentations such as random brightness. |
| Generator_perspective.py | generate images with perspective transform. |