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Car-License-Plate-Detection/Car-License-Plate-Detection-YOLOv5

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Dataset

  • 2140 images
  • 2140 xml files

Model

  • YOLO (You Only Look Once)
    • View the entire image only once
    • Region proposal, Feature extraction, Classification, Bbox regression
    • Because it learns surrounding information and processes the entire image, less background error
    • High detection accuracy even for new images not seen in the training phase

Result

  • plate: 89%

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YOLOv5 모델을 이용한 차량 번호판 인식 프로젝트

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