License Plate Detector

Implement a Iranian license plate detector

Installing Dependencies

pip install -r requirements.txt

Iranian License Plate Detection

I trained Yolov8 on Iranian License Plates on this dataset

Training And Validation Information

Metrics / Precision(B): 0.8172
Metrics / Recall(B): 0.7004
Metrics / mAP50(B): 0.7431
Metrics / mAP50-95(B): 0.4032
Fitness : 0.4372

speed:

Preprocess: 0.898
Inference : 27.0986
Loss: 0.0007
Postprocess: 5.7890

Inferences:

First Image

First Image Plates

Second Image

Second Image Plates

Weight

You can download the License plate detector weight