Persian License Plate Recognition 🚘

Vehicle license plate pipeline using YOLOV8 and DTRB (deep text recognition criteria) 🚗

Experiments

Model	loss	accuracy
yolov8	1.118	0.7219
DTRB	3.998	73.918

How to Install

Run this command:

pip install -r requirements.txt

Download dataset Download pre-trained weights

!!! and put them to db and weights folder.

How to run:

Run this command:

python main.py --input-image YOUR_IMAGE.jpg

Run this command:

python verification.py --input-image YOUR_IMAGE.jpg

Also you can chang threshold using--threshold