plt-ocr 0.0.20

No project description provided

Plate OCR

A Mobilenet based, single IL car plate OCR

Installation

Currently plt-ocr is intended to use on CPU machine (GPU support is coming soon). To install plt-ocr on a CPU run:

pip3 install plt-ocr
pip3 install torch --index-url https://download.pytorch.org/whl/cpu

Usage

Command line

If you have a car plate image named plate.jpg

You can run pltocr car.jpg and get

{"prediction": "70660202", "confidence": 0.9978833775525012}

Python

import json
from PIL import Image
from plt_ocr.model import OCR

img = Image.open(plate_path)
model = OCR()
result = model(img)
print(json.dumps(result.__dict__))

Related

• Detecty is a Mobilenet based single car plate detection model that works well with plt-ocr.
• cars.vardale.org is a website that uses both detecty and plt-ocr.