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You can download the dataset from my roboflow profile: https://universe.roboflow.com/barzansaeedpour/anpr-iranian-2
You can also use the code in (download_dataset.py) to download it.
1- create a virtual environment:
python -m venv env
2- Activate it:
env\Scripts\activate
4- install ultralytics:
pip install ultralytics
5- install pytorch with cuda support:
pip install torch --upgrade torchvision torchaudio --index-url https://download.pytorch.org/whl/cu118
6- Train the model
yolo task=detect mode=train epochs=50 data='dataset/data.yaml' model=yolov8m.pt imgsz=300 batch=2
7- Test the model
yolo task=detect mode=predict model="runs/detect/train/weights/best.pt" save=True conf=0.3 source='dataset/test/images/'
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