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Persian License Plate Recognition ๐Ÿš˜

Vehicle license plate pipeline using YOLOV8 and DTRB (deep text recognition criteria) ๐Ÿš—

screen shot

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