🇪🇺 ANPR EU (European Union)

Auto Number Plate Recognition for EU countries

🦋 Available Countries: (We are adding more contries.)

🇦🇱 Albania                  🇨🇿 Czechia
🇦🇩 Andorra                  🇩🇰 Denmark
🇦🇹 Austria                  🇫🇮 Finland
🇧🇪 Belgium                  🇫🇷 France
🇧🇦 Bosnia and Herzegovina   🇩🇪 Germany
🇧🇬 Bulgaria                 🇬🇷 Greece
🇭🇷 Croatia                  🇭🇺 Hungary
🇨🇾 Cyprus                   🇮🇪 Ireland

🦋 Recognisable characters:

char_list = [
    "-", ".", "0", "1", "2", "3", "4", "5", "6", "7", "8", "9",
    "A", "B", "C", "D", "E", "F", "G", "H", "I", "J", "K", "L", "M", "N",
    "O", "P", "Q", "R", "S", "T", "U", "V", "W", "X", "Y", "Z", "a", "d", "i", "m", "o",
    "Ö", "Ü", "Ć", "Č", "Đ", "Š", "Ž", "П"
]

🇰🇷 ANPR Korea

한국 자동차 번호판 인식 솔루션

🦋 인식 가능 번호판 종류

다음과 같은 대표적인 6가지 종류등의 번호판 인식 가능합니다. (특수, 오토바이 번호판을 추가 중입니다.)

인식 가능 문자

char_list = [
    '0', '1', '2', '3', '4', '5', '6', '7', '8', '9', 
    '가', '강', '거', '경', '고', '광', '구', '기',
    '나', '남', '너', '노', '누',
    '다', '대', '더', '도', '동', '두',
    '라', '러', '로', '루',
    '마', '머', '모', '무', '문',
    '바', '배', '버', '보', '부', '북',
    '사', '산', '서', '세', '소', '수',
    '아', '어', '오', '우', '울', '원', '육', '인',
    '자', '저', '전', '제', '조', '종', '주',
    '천', '충',
    '하', '허', '호'
]

🤖 Live Test

• MareArts 🎬 Live
• 📧 Email us for further information.
• Performance can be improved with your usage data. 🙇🏻‍♂️

📺 ANPR Result Videos

Check the license plate recognition results in these YouTube videos.

🧑🏻‍💻 Using SDK

🔬 SDK Usage

• **Use pip install and use anpr sdk

#pip install marearts-anpr
from marearts_anpr import MareArtsAnpr

#nation is "eu" or "kr"
predictor = MareArtsAnpr(nation=nation, id=user_id, key=license_key, display_license_info=True)

#prediction by image path
result = predictor.predict_from_path(img_path)

#prediction by opencv image
result = predictor.predict_from_cv2(img)

📝 Using API

🔬 API Usage

• Use curl or Python examples provided for API calls.

#shell script
./kr_curl_request.sh
./eu_curl_request.sh

#python code
python ./kr_api_request.oy
python ./eu_api_request.py

🔬 Returns

• results: Contains OCR text, probabilities, and detection locations.
• Processing Speeds: Provided for license plate detection and OCR.
• Usage: Current day’s usage and maximum usage for public key license.

# Example 1 JSON
{
    "results": [{
        "ocr": "KU17ZY", "ocr_conf": 99,
        "ltrb": [619, 327, 775, 393], "ltrb_conf": 93
    }],
    "ltrb_proc_sec": 0.14, "ocr_proc_sec": 0.34,
    "usage": "1", "day_max": "10000"
}
#usage, day_max are only for public key license

🪪 License Key

• **For private keys,-> https://study.marearts.com/p/anpr-lpr-solution.html
• Public key limits: 1000 requests per day.

# Public keys
user-id : marearts@public
x-api-key : J4K9L2Wory34@G7T1Y8rt-PP83uSSvkV3Z6ioSTR!

---

ETC

# box display code with label
ex_box_display.py

---

More detail for MareArts ANPR click here 😀

🙇🏻‍♂️ Thank you!