makhresearch/persian-license-plate-detector

🇮🇷 Persian License Plate Detector - YOLOv5 (yolo12x)

This model (yolo12x) is trained to detect Iranian vehicle license plates in images. It uses the YOLOv5 architecture and is optimized for real-world Persian plates under various conditions.

🧠 Model Details

• Architecture: YOLOv5
• Training Data: 30,000+ images of Iranian cars with annotated license plates
• Classes: 1 (license_plate)
• File: best.pt

📦 Files in This Repository

• best.pt – YOLOv5 model weights (PyTorch format)
• app.py – Gradio app to test the model in-browser
• Persian_License_Plate_Images/ – Example images for demonstration (upload some!)
• README.md – This model card

🖼️ Example

from ultralytics import YOLO
model = YOLO("best.pt")
results = model("car.jpg")
results[0].show()