Downloads · 30 days
301
2% of all-time downloads
crnn-fa-license-plate-recognition
hezarai/crnn-fa-license-plate-recognition
crnn-fa-license-plate-recognition is a image-to-text model from hezarai. Use it when you need a caption or text from an image. It is set up for hezar.
A robust CRNN-based OCR model for license plate recognition (Persian only). This model is a finetuned version of crnn-base-fa-64x256 on the Persian license plate dataset (v1).
All-time downloads
13.8K
Public
Repo size
37.1 MB
Likes
10
Public
Repo makeup
Click a slice to open those files.
.pt37.1 MB · 100%
At a glance
- Task
- Image-to-Text
- Library
- hezar
- Access
- Public
- Created
- Oct 17, 2023
- Updated
- Nov 3, 2024
- SHA
- 21e13a0e
Datasets
Model card
From the Hugging Face model README
A robust CRNN-based OCR model for license plate recognition (Persian only). This model is a finetuned version of crnn-base-fa-64x256 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-64x256-license-plate-recognition")
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']
- Task
- Image-to-Text
- Library
- hezar
- Languages
- fa
- Created
- Oct 17, 2023
- Updated
- Nov 3, 2024