License plate OCR

About

This project do about vietnam license plates recognition, we use a self-build dataset for training detect & recognition model

At License plate detect we use YOLOv4

At Text detection on License plate we use CRAFT

At Text recognition on License plate we use Star-Net

Starting

# Clone this project
$ git clone https://github.com/hieu28022000/LP_Reg.git

# Access
$ cd LP_reg

# Install dependencies
$ pip install -r requirements.txt

# download pretrain model
./download_model.sh

# unzip pretrain models
unzip models.zip

Run the project

# run pipeline on images folder
python3 pipeline.py --run_on_folder True --folder_path <path to folder image>
# or run pipeline on image
python3 pipeline.py --run_on_folder False --image_path <path to image>

Result

You can see full project and result in here

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