๐Ÿš™ ANPR (LPR) solution

ANPR Information

MareArts anpr 1 year subscription

Caution: Please ensure that your email address is entered correctly. We send the license key through your email.

๐Ÿง‘๐Ÿป‍๐Ÿ’ป GitHub Repository


๐Ÿ‡ช๐Ÿ‡บ ANPR EU (European Union)

Auto Number Plate Recognition for EU countries

๐Ÿฆ‹ Available Countries: (We are adding more contries.)

๐Ÿ‡ฆ๐Ÿ‡ฑ Albania                  ๐Ÿ‡จ๐Ÿ‡ฟ Czechia
๐Ÿ‡ฆ๐Ÿ‡ฉ Andorra                  ๐Ÿ‡ฉ๐Ÿ‡ฐ Denmark
๐Ÿ‡ฆ๐Ÿ‡น Austria                  ๐Ÿ‡ซ๐Ÿ‡ฎ Finland
๐Ÿ‡ง๐Ÿ‡ช Belgium                  ๐Ÿ‡ซ๐Ÿ‡ท France
๐Ÿ‡ง๐Ÿ‡ฆ Bosnia and Herzegovina   ๐Ÿ‡ฉ๐Ÿ‡ช Germany
๐Ÿ‡ง๐Ÿ‡ฌ Bulgaria                 ๐Ÿ‡ฌ๐Ÿ‡ท Greece
๐Ÿ‡ญ๐Ÿ‡ท Croatia                  ๐Ÿ‡ญ๐Ÿ‡บ Hungary
๐Ÿ‡จ๐Ÿ‡พ Cyprus                   ๐Ÿ‡ฎ๐Ÿ‡ช Ireland

๐Ÿ‡ฐ๐Ÿ‡ท ANPR Korea

ํ•œ๊ตญ ์ž๋™์ฐจ ๋ฒˆํ˜ธํŒ ์ธ์‹ ์†”๋ฃจ์…˜

๐Ÿฆ‹ ์ธ์‹ ๊ฐ€๋Šฅ ๋ฒˆํ˜ธํŒ ์ข…๋ฅ˜

๋‹ค์Œ๊ณผ ๊ฐ™์€ ๋Œ€ํ‘œ์ ์ธ 6๊ฐ€์ง€ ์ข…๋ฅ˜๋“ฑ์˜ ๋ฒˆํ˜ธํŒ ์ธ์‹ ๊ฐ€๋Šฅํ•ฉ๋‹ˆ๋‹ค. (ํŠน์ˆ˜, ์˜คํ† ๋ฐ”์ด ๋ฒˆํ˜ธํŒ์„ ์ถ”๊ฐ€ ์ค‘์ž…๋‹ˆ๋‹ค.)

๐Ÿค– Live Test

๐Ÿ“บ ANPR Result Videos

Check the license plate recognition results in these YouTube videos.

๐Ÿง‘๐Ÿป‍๐Ÿ’ป Using SDK

๐Ÿ”ฌ pip install marearts-anpr

# 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)

๐Ÿ”ฌ 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.
  • # 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" }

๐Ÿชช License Key Information

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!


# box display code with label ex_box_display.py

More detail for MareArts ANPR click here ๐Ÿ˜€

๐Ÿ™‡๐Ÿป‍♂️ Thank you!

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