๐ GitHub Repository
๐ช๐บ ANPR EU (European Union)
Auto Number Plate Recognition for EU countries
๐ฆ Available Countries: (We are adding more contries.)
๐ฆ๐ฑ Albania ๐จ๐ฟ Czechia ๐ฆ๐ฉ Andorra ๐ฉ๐ฐ Denmark ๐ฆ๐น Austria ๐ซ๐ฎ Finland ๐ง๐ช Belgium ๐ซ๐ท France ๐ง๐ฆ Bosnia and Herzegovina ๐ฉ๐ช Germany ๐ง๐ฌ Bulgaria ๐ฌ๐ท Greece ๐ญ๐ท Croatia ๐ญ๐บ Hungary ๐จ๐พ Cyprus ๐ฎ๐ช Ireland
๐ฆ 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",
"ร", "ร", "ฤ", "ฤ", "ฤ", "ล ", "ลฝ", "ะ"
]
๐ฐ๐ท ANPR Korea
ํ๊ตญ ์๋์ฐจ ๋ฒํธํ ์ธ์ ์๋ฃจ์
๐ฆ ์ธ์ ๊ฐ๋ฅ ๋ฒํธํ ์ข ๋ฅ
๋ค์๊ณผ ๊ฐ์ ๋ํ์ ์ธ 6๊ฐ์ง ์ข ๋ฅ๋ฑ์ ๋ฒํธํ ์ธ์ ๊ฐ๋ฅํฉ๋๋ค. (ํน์, ์คํ ๋ฐ์ด ๋ฒํธํ์ ์ถ๊ฐ ์ค์ ๋๋ค.)






๐ฆ ์ธ์ ๊ฐ๋ฅ ๋ฌธ์
char_list = [
'0', '1', '2', '3', '4', '5', '6', '7', '8', '9',
'๊ฐ', '๊ฐ', '๊ฑฐ', '๊ฒฝ', '๊ณ ', '๊ด', '๊ตฌ', '๊ธฐ',
'๋', '๋จ', '๋', '๋
ธ', '๋',
'๋ค', '๋', '๋', '๋', '๋', '๋',
'๋ผ', '๋ฌ', '๋ก', '๋ฃจ',
'๋ง', '๋จธ', '๋ชจ', '๋ฌด', '๋ฌธ',
'๋ฐ', '๋ฐฐ', '๋ฒ', '๋ณด', '๋ถ', '๋ถ',
'์ฌ', '์ฐ', '์', '์ธ', '์', '์',
'์', '์ด', '์ค', '์ฐ', '์ธ', '์', '์ก', '์ธ',
'์', '์ ', '์ ', '์ ', '์กฐ', '์ข
', '์ฃผ',
'์ฒ', '์ถฉ',
'ํ', 'ํ', 'ํธ'
]
๐ค Live Test
- Performance can be improved with your usage data. ๐๐ป♂️
- ๐ง Email us for further information.
- MareArts ๐ฌ Live
๐บ ANPR Result Videos
Check the license plate recognition results in these YouTube videos.
๐ Using API
๐ฌ API Usage
- Use curl or Python examples provided for API calls.
- For private keys, contact us.
- Public key limits: 1000 requests per day.
#shell script
./kr_curl_request.sh
./eu_curl_request.sh
#python code
python ./kr_api_request.oy
python ./eu_api_request.py
# Public keys
user-id : marearts@public
x-api-key : J4K9L2Wory34@G7T1Y8rt-PP83uSSvkV3Z6ioSTR!
๐ฌ 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"
}
ETC
# box display code with label
ex_box_display.py
More detail for MareArts ANPR click here ๐
๐๐ป♂️ Thank you!
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