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korean-license-plate-generator's Introduction

Korean-license-plate-Generator

Generate Synthetic Korea License Plate.

  • You can use this generator when there is insufficient data on the license plate.

  • This image generator may be used in a character recognition model like 'CRNN'

  • I recommend pre-training with synthetic images and fine-tune with real data.

Types of Korean license plates

  • You can create synthetic license plate pictures by selecting the plate of the desired type.

Type of license plate

Labeling

  • The name of the photo shows the letters and numbers on the license plate.

  • Hangul in the plate was translated into English with the following rules.

  • Region : 서울 -> A, 인천 -> B ...

  • Hangul : 나 -> sk, 너 -> sj, 다 -> ek, 도 -> eh ...

File Description

  • 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.

korean-license-plate-generator's People

Contributors

qjadud1994 avatar

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