Using Yolov8, we want to detect Iranian license plates. Applications of detecting car license plates :
- Effective traffic law enforcement.
- Vehicle theft prevention.
- Journey time analysis.
- Automatic parking management (Smart Parking)
- Traffic management and traffic optimization.
- Automated collection of tolls and toll booth records.
pip install -r requirements.txt
Collecting thousands of car photos from the internet and by yourself
We create a file with the yaml extension. Inside it, we save the dataset address, the train data address, and the validation data address along with the label number, for example, for the license plate number, we have considered zero, and train it.
download the dataset and weights from this link :
jupyter nbconvert --execute --to notebook --inplace object_detection.ipynb
