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Some capabilities of Azure AI Vision support multiple languages; any capabilities not mentioned here only support English.
The Azure AI Vision Read API supports many languages. The Read
API can extract text from images and documents with mixed languages, including from the same text line, without requiring a language parameter. See How to specify the Read
model to use the new languages.
หมายเหตุ
Language code optional
Read
OCR's deep-learning-based universal models extract all multi-lingual text in your documents, including text lines with mixed languages, and do not require specifying a language code. Do not provide the language code as the parameter unless you are sure about the language and want to force the service to apply only the relevant model. Otherwise, the service may return incomplete and incorrect text.
The following table lists the OCR supported languages for handwritten text by the most recent Read
GA model.
Language | Language code (optional) | Language | Language code (optional) |
---|---|---|---|
English | en |
Japanese | ja |
Chinese Simplified | zh-Hans |
Korean | ko |
French | fr |
Portuguese | pt |
German | de |
Spanish | es |
Italian | it |
The following table lists the OCR supported languages for print text by the most recent Read
GA model.
Language | Code (optional) | Language | Code (optional) |
---|---|---|---|
Afrikaans | af |
Khasi | kha |
Albanian | sq |
K'iche' | quc |
Angika (Devanagiri) | anp |
Korean | ko |
Arabic | ar |
Korku | kfq |
Asturian | ast |
Koryak | kpy |
Awadhi-Hindi (Devanagiri) | awa |
Kosraean | kos |
Azerbaijani (Latin) | az |
Kumyk (Cyrillic) | kum |
Bagheli | bfy |
Kurdish (Arabic) | ku-arab |
Basque | eu |
Kurdish (Latin) | ku-latn |
Belarusian (Cyrillic) | be , be-cyrl |
Kurukh (Devanagiri) | kru |
Belarusian (Latin) | be , be-latn |
Kyrgyz (Cyrillic) | ky |
Bhojpuri-Hindi (Devanagiri) | bho |
Lakota | lkt |
Bislama | bi |
Latin | la |
Bodo (Devanagiri) | brx |
Lithuanian | lt |
Bosnian (Latin) | bs |
Lower Sorbian | dsb |
Brajbha | bra |
Lule Sami | smj |
Breton | br |
Luxembourgish | lb |
Bulgarian | bg |
Mahasu Pahari (Devanagiri) | bfz |
Bundeli | bns |
Malay (Latin) | ms |
Buryat (Cyrillic) | bua |
Maltese | mt |
Catalan | ca |
Malto (Devanagiri) | kmj |
Cebuano | ceb |
Manx | gv |
Chamling | rab |
Maori | mi |
Chamorro | ch |
Marathi | mr |
Chhattisgarhi (Devanagiri) | hne |
Mongolian (Cyrillic) | mn |
Chinese Simplified | zh-Hans |
Montenegrin (Cyrillic) | cnr-cyrl |
Chinese Traditional | zh-Hant |
Montenegrin (Latin) | cnr-latn |
Cornish | kw |
Neapolitan | nap |
Corsican | co |
Nepali | ne |
Crimean Tatar (Latin) | crh |
Niuean | niu |
Croatian | hr |
Nogay | nog |
Czech | cs |
Northern Sami (Latin) | sme |
Danish | da |
Norwegian | no |
Dari | prs |
Occitan | oc |
Dhimal (Devanagiri) | dhi |
Ossetic | os |
Dogri (Devanagiri) | doi |
Pashto | ps |
Dutch | nl |
Persian | fa |
English | en |
Polish | pl |
Erzya (Cyrillic) | myv |
Portuguese | pt |
Estonian | et |
Punjabi (Arabic) | pa |
Faroese | fo |
Ripuarian | ksh |
Fijian | fj |
Romanian | ro |
Filipino | fil |
Romansh | rm |
Finnish | fi |
Russian | ru |
French | fr |
Sadri (Devanagiri) | sck |
Friulian | fur |
Samoan (Latin) | sm |
Gagauz (Latin) | gag |
Sanskrit (Devanagari) | sa |
Galician | gl |
Santali(Devanagiri) | sat |
German | de |
Scots | sco |
Gilbertese | gil |
Scottish Gaelic | gd |
Gondi (Devanagiri) | gon |
Serbian (Latin) | sr , sr-latn |
Greenlandic | kl |
Sherpa (Devanagiri) | xsr |
Gurung (Devanagiri) | gvr |
Sirmauri (Devanagiri) | srx |
Haitian Creole | ht |
Skolt Sami | sms |
Halbi (Devanagiri) | hlb |
Slovak | sk |
Hani | hni |
Slovenian | sl |
Haryanvi | bgc |
Somali (Arabic) | so |
Hawaiian | haw |
Southern Sami | sma |
Hindi | hi |
Spanish | es |
Hmong Daw (Latin) | mww |
Swahili (Latin) | sw |
Ho(Devanagiri) | hoc |
Swedish | sv |
Hungarian | hu |
Tajik (Cyrillic) | tg |
Icelandic | is |
Tatar (Latin) | tt |
Inari Sami | smn |
Tetum | tet |
Indonesian | id |
Thangmi | thf |
Interlingua | ia |
Tongan | to |
Inuktitut (Latin) | iu |
Turkish | tr |
Irish | ga |
Turkmen (Latin) | tk |
Italian | it |
Tuvan | tyv |
Japanese | ja |
Upper Sorbian | hsb |
Jaunsari (Devanagiri) | Jns |
Urdu | ur |
Javanese | jv |
Uyghur (Arabic) | ug |
Kabuverdianu | kea |
Uzbek (Arabic) | uz-arab |
Kachin (Latin) | kac |
Uzbek (Cyrillic) | uz-cyrl |
Kangri (Devanagiri) | xnr |
Uzbek (Latin) | uz |
Karachay-Balkar | krc |
Volapük | vo |
Kara-Kalpak (Cyrillic) | kaa-cyrl |
Walser | wae |
Kara-Kalpak (Latin) | kaa |
Welsh | cy |
Kashubian | csb |
Western Frisian | fy |
Kazakh (Cyrillic) | kk-cyrl |
Yucatec Maya | yua |
Kazakh (Latin) | kk-latn |
Zhuang | za |
Khaling | klr |
Zulu | zu |
Some features of the Analyze - Image API can return results in other languages, specified with the language
query parameter. Other features return results in English regardless of what language is specified, and others throw an exception for unsupported languages. Features are specified with the visualFeatures
and details
query parameters; see the Overview for a list of all the actions you can do with the Analyze - Image API, or follow the How-to guide to try them out.
Language | Language code | Categories | Tags | Description | Adult, Brands, Color, Faces, ImageType, Objects | Celebrities, Landmarks | Captions, Dense captions |
---|---|---|---|---|---|---|---|
Arabic | ar |
✅ | |||||
Azerbaijani | az |
✅ | |||||
Bulgarian | bg |
✅ | |||||
Bosnian Latin | bs |
✅ | |||||
Catalan | ca |
✅ | |||||
Czech | cs |
✅ | |||||
Welsh | cy |
✅ | |||||
Danish | da |
✅ | |||||
German | de |
✅ | |||||
Greek | el |
✅ | |||||
English | en |
✅ | ✅ | ✅ | ✅ | ✅ | ✅ |
Spanish | es |
✅ | ✅ | ✅ | ✅ | ||
Estonian | et |
✅ | |||||
Basque | eu |
✅ | |||||
Finnish | fi |
✅ | |||||
French | fr |
✅ | |||||
Irish | ga |
✅ | |||||
Galician | gl |
✅ | |||||
Hebrew | he |
✅ | |||||
Hindi | hi |
✅ | |||||
Croatian | hr |
✅ | |||||
Hungarian | hu |
✅ | |||||
Indonesian | id |
✅ | |||||
Italian | it |
✅ | |||||
Japanese | ja |
✅ | ✅ | ✅ | ✅ | ||
Kazakh | kk |
✅ | |||||
Korean | ko |
✅ | |||||
Lithuanian | lt |
✅ | |||||
Latvian | lv |
✅ | |||||
Macedonian | mk |
✅ | |||||
Malay Malaysia | ms |
✅ | |||||
Norwegian (Bokmal) | nb |
✅ | |||||
Dutch | nl |
✅ | |||||
Polish | pl |
✅ | |||||
Dari | prs |
✅ | |||||
Portuguese-Brazil | pt-BR |
✅ | |||||
Portuguese-Portugal | pt |
✅ | ✅ | ✅ | ✅ | ||
Portuguese-Portugal | pt-PT |
✅ | |||||
Romanian | ro |
✅ | |||||
Russian | ru |
✅ | |||||
Slovak | sk |
✅ | |||||
Slovenian | sl |
✅ | |||||
Serbian - Cyrillic RS | sr-Cryl |
✅ | |||||
Serbian - Latin RS | sr-Latn |
✅ | |||||
Swedish | sv |
✅ | |||||
Thai | th |
✅ | |||||
Turkish | tr |
✅ | |||||
Ukrainian | uk |
✅ | |||||
Vietnamese | vi |
✅ | |||||
Chinese Simplified | zh |
✅ | ✅ | ✅ | ✅ | ||
Chinese Simplified | zh-Hans |
✅ | |||||
Chinese Traditional | zh-Hant |
✅ |
The latest Multimodal embeddings model supports vector search in many languages. The original model supports English only. Images that are vectorized in the English-only model are not compatible with text searches in the multi-lingual model.
Language | Language code | 2023-04-15 model |
2022-04-11 model |
---|---|---|---|
Akrikaans | af |
✅ | |
Amharic | am |
✅ | |
Arabic | ar |
✅ | |
Armenian | hy |
✅ | |
Assamese | as |
✅ | |
Asturian | ast |
✅ | |
Azerbaijani | az |
✅ | |
Belarusian | be |
✅ | |
Bengali | bn |
✅ | |
Bosnian | bs |
✅ | |
Bulgarian | bg |
✅ | |
Burmese | my |
✅ | |
Catalan | ca |
✅ | |
Cebuano | ceb |
✅ | |
Chinese Simpl | zho |
✅ | |
Chinese Trad | zho |
✅ | |
Croatian | hr |
✅ | |
Czech | cs |
✅ | |
Danish | da |
✅ | |
Dutch | nl |
✅ | |
English | en |
✅ | ✅ |
Estonian | et |
✅ | |
Filipino (Tagalog) | tl |
✅ | |
Finnish | fi |
✅ | |
French | fr |
✅ | |
Fulah | ff |
✅ | |
Galician | gl |
✅ | |
Ganda | lg |
✅ | |
Georgian | ka |
✅ | |
German | de |
✅ | |
Greek | el |
✅ | |
Gujarati | gu |
✅ | |
Hausa | ha |
✅ | |
Hebrew | he |
✅ | |
Hindi | hi |
✅ | |
Hungarian | hu |
✅ | |
Icelandic | is |
✅ | |
Igbo | ig |
✅ | |
Indonesian | id |
✅ | |
Irish | ga |
✅ | |
Italian | it |
✅ | |
Japanese | ja |
✅ | |
Javanese | jv |
✅ | |
Kabuverdianu | kea |
✅ | |
Kamba | kam |
✅ | |
Kannada | kn |
✅ | |
Kazakh | kk |
✅ | |
Khmer | km |
✅ | |
Korean | ko |
✅ | |
Kyrgyz | ky |
✅ | |
Lao | lo |
✅ | |
Latvian | lv |
✅ | |
Lingala | ln |
✅ | |
Lithuanian | lt |
✅ | |
Luo | luo |
✅ | |
Luxembourgish | lb |
✅ | |
Macedonian | mk |
✅ | |
Malay | ms |
✅ | |
Malayalam | ml |
✅ | |
Maltese | mt |
✅ | |
Maori | mi |
✅ | |
Marathi | mr |
✅ | |
Mongolian | mn |
✅ | |
Nepali | ne |
✅ | |
Northern Sotho | ns |
✅ | |
Norwegian | no |
✅ | |
Nyanja | ny |
✅ | |
Occitan | oc |
✅ | |
Odia | or |
✅ | |
Oromo | om |
✅ | |
Pashto | ps |
✅ | |
Persian | fa |
✅ | |
Polish | pl |
✅ | |
Portuguese (Brazil) | pt |
✅ | |
Punjabi | pa |
✅ | |
Romanian | ro |
✅ | |
Russian | ru |
✅ | |
Serbian | sr |
✅ | |
Shona | sn |
✅ | |
Sindhi | sd |
✅ | |
Slovak | sk |
✅ | |
Slovenian | sl |
✅ | |
Somali | so |
✅ | |
Sorani Kurdish | ku |
✅ | |
Spanish (Latin American) | es |
✅ | |
Swahili | sw |
✅ | |
Swedish | sv |
✅ | |
Tajik | tg |
✅ | |
Tamil | ta |
✅ | |
Telugu | te |
✅ | |
Thai | th |
✅ | |
Turkish | tr |
✅ | |
Ukrainian | uk |
✅ | |
Umbundu | umb |
✅ | |
Urdu | ur |
✅ | |
Uzbek | uz |
✅ | |
Vietnamese | vi |
✅ | |
Welsh | cy |
✅ | |
Wolof | wo |
✅ | |
Xhosa | xh |
✅ | |
Yoruba | yo |
✅ | |
Zulu | zu |
✅ |
กิจกรรม
17 มี.ค. 21 - 21 มี.ค. 10
แอปอัจฉริยะ เข้าร่วมชุด meetup เพื่อสร้างโซลูชัน AI ที่ปรับขนาดได้ตามกรณีการใช้งานจริงกับนักพัฒนาและผู้เชี่ยวชาญร่วมกัน
ลงทะเบียนตอนนี้การฝึกอบรม
โมดูล
อ่านข้อความในรูปภาพและเอกสารด้วยบริการ Azure AI Vision - Training
บริการ AI Vision ของ Azure ใช้อัลกอริทึมขั้นสูงในการประมวลผลรูปภาพและส่งกลับข้อมูลตามฟีเจอร์การแสดงผลด้วยภาพที่คุณสนใจ มอดูลนี้จะสอนวิธีใช้ฟีเจอร์ Image Analysis OCR ของ Azure AI Vision
ใบรับรอง
ได้รับการรับรองจาก Microsoft: การเชื่อมโยงวิศวกร Azure AI - Certifications
ออกแบบและใช้โซลูชัน Azure AI โดยใช้บริการ Azure AI, Azure AI Search และ Azure Open AI
เอกสาร
OCR for images - Azure AI Vision - Azure AI services
Extract text from in-the-wild and non-document images with a fast and synchronous Azure AI Vision Image Analysis 4.0 API.
Quickstart: Optical character recognition (OCR) - Azure AI services
Learn how to use Optical character recognition (OCR) in your application through a native client library in the language of your choice.
Call the Azure AI Vision v3.2 GA Read API - Azure AI services
Learn how to call the Azure AI Vision v3.2 GA Read API and configure its behavior in detail.