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deep learning yolo model for license plate detection, localization and extraction

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FengHY-Chen/license_plate_detection

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License Plate Hide

Pipeline Overview

To build and test your object detection algorithm follow the below steps:

  1. Image Annotation
    • Microsoft's Visual Object Tagging Tool (VoTT)
    • Annotate images
  2. Training
    • Download pre-trained weights Yolo
    • Train model to detect license plates
  3. Inference
    • Run Inference

Unizip files

  1. Unzip src and source_images in respective folders(Training and Data folders)
  2. Run Detector in inference folder
  3. Results are stored in Data Folder

To Train

  1. Download the Microsoft's Visual Object Tagging Tool (VoTT)
  2. Annotate images
  3. Convert to yolo format
  4. Run Train_yolo.py file

Inference

27_license_plate 97_license_plate

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deep learning yolo model for license plate detection, localization and extraction

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