hezarai/crnn-fa-license-plate-recognition-v2

A robust CRNN-based OCR model for license plate recognition (Persian only)(V2). This model is a finetuned version of hezarai/crnn-fa-printed-96-long on the Persian license plate dataset (v1).

Note that this model only works on a cropped image of a plate, so you have to run an object(license plate) detection model and pass its output to this model to work.

Usage

pip install hezar

from hezar.models import Model

model = Model.load("hezarai/crnn-fa-license-plate-recognition-v2")
plate_text = model.predict("assets/license_plate_ocr_example.jpg")
print(plate_text)  # Persian text of mixed numbers and characters might not show correctly in the console

['۵۷س۷۷۹۷۷']