persian car plate detection

plate detection model

As a first step we need to develop a model to detect vehicle registration plate, follow the steps in training_custome_yolov7.ipynb to do so or you could use my pretrained model at this link : https://drive.google.com/file/d/126Td8QOBC80Av1EnGVj7HrB6wEeG36U2/view?usp=sharing

persian fonts

git clone https://github.com/rastikerdar/vazirmatn.git
cp vazirmatn/fonts/ttf/* {your dir} 

reading plate numbers

you can either follow plates notebook or use the command below after cloning to project

pip install -r requirements.txt
python detect.py --project_dir /content/project   --data_path /content/data  --save_dir /content --weights weights/best.pt --persian_font persian_font/Vazirmatn-Regular.ttf --image_size 640