|
--- |
|
language: |
|
- fa |
|
library_name: hezar |
|
tags: |
|
- image-to-text |
|
- hezar |
|
datasets: |
|
- hezarai/persian-license-plate-v1 |
|
pipeline_tag: image-to-text |
|
--- |
|
A robust CRNN-based OCR model for license plate recognition (Persian only). This model is a finetuned version of [crnn-base-fa-64x256](https://huggingface.co./hezarai/crnn-base-fa-64x256) |
|
on the [Persian license plate dataset (v1)](https://huggingface.co./datasets/hezarai/persian-license-plate-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 |
|
``` |
|
```python |
|
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'] |
|
``` |
