Kezdőlap
Termékek
form-recognizer
Azure Form Recognizer

A dokumentumokból való információkinyerés felgyorsítása
Szöveg és struktúra gyors kinyerése a dokumentumokból

A Form Recognizer egy olyan AI-szolgáltatás, amely fejlett gépi tanulást alkalmaz a szövegek, kulcs-érték párok, táblázatok és struktúrák automatikus és pontos kinyeréséhez a dokumentumokból. A dokumentumokat használható adatokká alakíthatja át, és az információgyűjtés helyett az információk alapján történő cselekvésre összpontosíthat. Kezdje előre felépített modellekkel, vagy hozzon létre a dokumentumaira szabott egyéni modelleket a helyszínen és a felhőben a Form Recognizer stúdió vagy a szoftverfejlesztői készlet segítségével.
Szöveg egyszerű kinyerése

Adatok kinyerése és rendszerezése könnyedén, előre elkészített és egyéni funkciókkal – anélkül hogy szükség lenne manuális címkézésre.
Testreszabott eredmények

Az automatikus egyéni kinyeréssel az elrendezésekhez igazított kimeneteket kaphat, amelyeket emberi visszajelzés alapján fejleszthet tovább.
Rugalmas üzembe helyezés

Számos egyéb alkalmazási mód mellett adatait a felhőből vagy a peremhálózaton is betöltheti, keresési indexeket alkalmazhat, és üzleti folyamatokat is automatizálhat.
Beépített biztonság

Nagyvállalati szintű biztonság és adatvédelem mind az adatok, mind a betanított modellek esetében.
Tekintse meg az Azure AI újdonságait a Build konferencián
Dokumentumfeldolgozási munkafolyamatok létrehozása AI segítségével

Ismerje meg, hogyan gyorsíthatja fel üzleti folyamatait a szövegkinyerés automatizálásával a Form Recognizer használatával. Ez a webinárium gyakorlati bemutatókat kínál a legfontosabb használati esetekhez, például a dokumentumfeldolgozáshoz, a tudásbányászathoz és az AI-modellek iparágspecifikus testreszabásához.
A szöveg és a struktúra könnyedén kinyerhető az egyszerű REST API használatával

Szöveg, kulcs/érték párok, és táblázatok pontos kinyerése dokumentumokból, űrlapokból, nyugtákból, számlákból és különböző típusú kártyákból anélkül, hogy a dokumentumtípus kézi jelölésére, intenzív kódolásra vagy karbantartásra lenne szükség. A Form Recognizer egyéni űrlapok, előre összeállított és elrendezési API-k segítségével rendszerezett módon nyerhet ki információkat dokumentumokból.
Lásd az alábbi példákat

------------------------------
Key-value pairs
------------------------------
Bill To: Contoso, Ltd
Phone: 432-555-0189
Invoice #: 3-456-2
Fax: 432-555-0123
Invoice Date: 4/14/2019
Email: contoso@example.com
Invoice For: Project 2
Invoice Subtotal: 2,014.00
Tax Rate: 8.75%
Sales Tax: 176.23
Other: 0
Terms: Total due in 90 days. Overdue accounts subject to a service charge of 3% per month.
TOTAL: 2,190.23
------------
Tables
------------
table_0:
Item #: Z4567, Z4568, Z4569, Z4570, Z4571, Z4572, Z4573, Z4574, Z4575, Z4576, Z4577, Z4578
Description: Invoice 3-456-2 Data 1, Invoice 3-456-2 Data 2, Invoice 3-456-2 Data 3, Invoice 3-456-2 Data 4, Invoice 3-456-2 Data 5, Invoice 3-456-2 Data 6, Invoice 3-456-2 Data 7, Invoice 3-456-2 Data 8, Invoice 3-456-2 Data 9, Invoice 3-456-2 Data 10, Invoice 3-456-2 Data 11, Invoice 3-456-2 Data 12
Qty: 39, 40, 30, 40, 10, 5, 70, 25, 5, 80, 65, 44
Unit Price: 5, .00, 4, .00, 6, .00, 7, .00, 4, .00, 8, .00, 6, .00, 4, .00, 7, .00, 1, .00, 7, .00, 1 .00
Discount: __emptycell__, 5, .00, 7, .00, __emptycell__, __emptycell__, __emptycell__, __emptycell__, __emptycell__, 3, .00, __emptycell__, __emptycell__, __emptycell__
Price: 195.00, 155.00, 173.00, 280.00, 40.00, 40.00, 420.00, 100.00, 32.00, 80.00, 455.00, 44.00
{
    "status": "succeeded",
    "createdDateTime": "2020-01-06T22:51:40Z",
    "lastUpdatedDateTime": "2020-01-06T22:51:44Z",
    "analyzeResult": {
        "version": "2.0.0",
        "readResults": [
            {
                "page": 1,
                "angle": 0,
                "width": 8.5,
                "height": 11.0,
                "unit": "inch",
                "lines": [
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                        "text": "Invoice 3-456-2 Data 7",
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                        "text": "Invoice 3-456-2 Data 9",
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                            3.0833,
                            6.4375,
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                            3.0833,
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                            5.3444,
                            6.8944,
                            5.1653,
                            6.8944
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                                "text": "1.00",
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                                    5.3444,
                                    6.7583,
                                    5.3444,
                                    6.8944,
                                    5.1653,
                                    6.8944
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                    {
                        "text": "44.00",
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                            6.7583,
                            7.0889,
                            6.8944,
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                                "text": "44.00",
                                "boundingBox": [
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                                    7.0889,
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                                    6.8944,
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                        "text": "Invoice Subtotal:",
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                            7.3083,
                            6.1319,
                            7.3083,
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                                "text": "Invoice",
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                                    5.7208,
                                    7.3083,
                                    5.7208,
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                            {
                                "text": "Subtotal:",
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                                    7.3083,
                                    6.1319,
                                    7.3083,
                                    6.1319,
                                    7.4486,
                                    5.7444,
                                    7.4486
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                            }
                        ]
                    },
                    {
                        "text": "2,014.00",
                        "boundingBox": [
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                            7.3125,
                            7.0958,
                            7.3125,
                            7.0958,
                            7.4486,
                            6.7361,
                            7.4486
                        ],
                        "words": [
                            {
                                "text": "2,014.00",
                                "boundingBox": [
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                                    7.3125,
                                    7.0958,
                                    7.3125,
                                    7.0958,
                                    7.4486,
                                    6.7361,
                                    7.4486
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                            }
                        ]
                    },
                    {
                        "text": "Tax Rate:",
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                            5.4167,
                            7.6278,
                            5.8083,
                            7.6278,
                            5.8083,
                            7.7694,
                            5.4167,
                            7.7694
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                        "words": [
                            {
                                "text": "Tax",
                                "boundingBox": [
                                    5.4167,
                                    7.6278,
                                    5.5639,
                                    7.6278,
                                    5.5639,
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                                    5.4167,
                                    7.7694
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                            },
                            {
                                "text": "Rate:",
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                                    7.6278,
                                    5.8083,
                                    7.6278,
                                    5.8083,
                                    7.7694,
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                                    7.7694
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                            }
                        ]
                    },
                    {
                        "text": "8.75%",
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                            7.6333,
                            7.1278,
                            7.6333,
                            7.1278,
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                            7.7694
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                                "text": "8.75%",
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                                    7.6333,
                                    7.1278,
                                    7.6333,
                                    7.1278,
                                    7.7694,
                                    6.875,
                                    7.7694
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                        "text": "Sales Tax:",
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                            5.4167,
                            7.95,
                            5.8292,
                            7.95,
                            5.8292,
                            8.0917,
                            5.4167,
                            8.0917
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                                    7.95,
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                            {
                                "text": "Tax:",
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                                    7.95,
                                    5.8292,
                                    8.0917,
                                    5.6556,
                                    8.0917
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                            }
                        ]
                    },
                    {
                        "text": "176.23",
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                            7.9556,
                            7.0833,
                            7.9556,
                            7.0833,
                            8.0917,
                            6.8,
                            8.0917
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                            {
                                "text": "176.23",
                                "boundingBox": [
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                                    7.9556,
                                    7.0833,
                                    7.9556,
                                    7.0833,
                                    8.0917,
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                                    8.0917
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                    {
                        "text": "Other:",
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                            8.2736,
                            5.6917,
                            8.2736,
                            5.6917,
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                            8.4139
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                                "text": "Other:",
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                                    8.2736,
                                    5.6917,
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                                    5.6917,
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                                    5.4167,
                                    8.4139
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                        ]
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                    {
                        "text": "0",
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                            8.2778,
                            7.1278,
                            8.2778,
                            7.1278,
                            8.4139,
                            7.0764,
                            8.4139
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                        "words": [
                            {
                                "text": "0",
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                                    8.2778,
                                    7.1278,
                                    8.2778,
                                    7.1278,
                                    8.4139,
                                    7.0764,
                                    8.4139
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                        ]
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                    {
                        "text": "Invoice Total:",
                        "boundingBox": [
                            5.4292,
                            8.6097,
                            6.0028,
                            8.6097,
                            6.0028,
                            8.75,
                            5.4292,
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                        "words": [
                            {
                                "text": "Invoice",
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                                    5.4292,
                                    8.6097,
                                    5.7347,
                                    8.6097,
                                    5.7347,
                                    8.75,
                                    5.4292,
                                    8.75
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                            },
                            {
                                "text": "Total:",
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                                    5.7583,
                                    8.6097,
                                    6.0028,
                                    8.6097,
                                    6.0028,
                                    8.75,
                                    5.7583,
                                    8.75
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                            }
                        ]
                    },
                    {
                        "text": "2,190.23",
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                            8.6139,
                            7.1097,
                            8.6139,
                            7.1097,
                            8.75,
                            6.7486,
                            8.75
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                                "text": "2,190.23",
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                                    8.6139,
                                    7.1097,
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                                    7.1097,
                                    8.75,
                                    6.7486,
                                    8.75
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                        ]
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                            9.4236,
                            2.8611,
                            9.4236,
                            2.8611,
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                            9.5597
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                                "text": "Make",
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                                    1.5972,
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                                "text": "payable",
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                                    2.4708,
                                    9.4236,
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                                    1.95,
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                                "text": "due",
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                                    9.5639,
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Az egyéni példákat egy egyéni modell használatával nyerték ki, melyet minden űrlaptípushoz öt PDF-fájllal tanítottak be
Próbálja ki!
Layout

Észleli és kinyeri a dokumentumok szövegét és elrendezését (például táblázatok, jelölőnégyzetek és objektumok).
További információ
Előre összeállított

Ezek előre betanított modellek olyan gyakori forgatókönyvekhez (például igazolványok, nyugták és számlák) amelyek szöveget, kulcs-érték párokat és sorelemeket nyernek ki a dokumentumokból.
További információ
Egyéni

Ez az egyéni űrlapszolgáltatás lehetővé teszi, hogy a saját adatait használva végezzen betanítást, így intelligens módszerrel tárhatja fel a dokumentumok szerkezetét.
További információ
A szöveg űrlapba történő kinyerése testre szabható

Ha a hagyományos formátumoktól eltérő dokumentumokkal dolgozik, például az iparágspecifikus anyagokkal, azokhoz gyakran saját megoldást kell létrehoznia. A Form Recognizer egyéni kinyerési funkciói segítenek e probléma leküzdésében és mindössze öt dokumentum alapján betaníthatók a saját adatai kezelésére. Azon felül, hogy az első kimenet megbízhatóbb és igazodik az Ön igényeihez, a szolgáltatás a manuális adatbevitelt is lehetővé teszi, ezáltal egy rendkívül pontos és kifejezetten az Ön űrlapjaihoz igazított modell hozható létre.
A Form Recognizer bárhol, a felhőben vagy a peremhálózaton is üzembe helyezhető

Űrlapfelismerés a peremhálózaton, a helyszínen és a felhőben egyaránt a tárolókat támogató Azure Applied AI Services szolgáltatással. A hordozható architektúra közvetlenül üzembe helyezhető az Azure Kubernetes Service (AKS) vagy az Azure Container Instances szolgáltatásokban, valamint az Azure Stackben üzembe helyezett Kubernetes típusú fürtökben. A Form Recognizer API REST-interfészének használatával a szolgáltatás Azure Applied AI keresési indexekbe, automatizált üzleti modellekbe, illetve újonnan létrehozott egyedi üzleti munkafolyamatokba integrálható.
További információ
Űrlapok és dokumentumok elemzése

Az adatok dokumentumokból való kinyerésével, majd egy adatvizualizációs szolgáltatásba való áthelyezésével és elemzésével adatalapú döntéseket hozhat.
Intelligens keresőindexek létrehozása

A Form Recognizer és az Azure Applied AI Search szolgáltatás integrálásával könnyen megtalálhatja a keresett adatokat (például a kötelezettségeket) dokumentumaiban és űrlapjaiban.
Üzleti folyamatok automatizálása

Szöveget, kulcs-érték párokat, táblázatokat és struktúrákat nyerhet ki dokumentumokból, majd a háttérrendszerekbe csatornázhatja őket, ahol olyan feladatokhoz használhatja fel őket, mint a jogcímek, a számlák és a nyugták feldolgozása.
Az alkalmazásinnováció elősegítése felhőbeli AI-szolgáltatásokkal

Bemutatunk 5 kulcsfontosságú módszert, amelyek bevezetik a szervezetet a mesterséges intelligencia használatába, és hozzásegítik a gyors értékteremtéshez.
A tanulmány elolvasása
Adatvédelem és biztonság

A Form Recognizer bizalmasan kezeli privát adatait. A dokumentumokon végzett egyedi betanítás adatait a Microsoft nem használja fel a Form Recognizer-modell fejlesztéséhez.
Ön rendelkezik az adatok felett. A tárolók használatával eldöntheti hol dolgozza fel a Form Recognizer az adatokat – következetességet tesz lehetővé hibrid környezetek esetében is az adatok, a kezelés, az azonosítás és biztonság terén is.
A Form Recognizer az Azure Applied AI Services része, és az Azure infrastruktúráján, ipari szintű biztonsági-, rendelkezésre állási-, megfelelőségi- és kezelhetőségi megoldásaira épül.
További tudnivalók az Azure biztonsági szolgáltatásairól
Dokumentumok költséghatékony feldolgozása

Ingyenes és standard díjszabási lehetőségek közül választhat, hogy a manuális kinyerés árának töredékéért nyerhessen ki az értékes információkat a dokumentumokból.
Lásd: Form Recognizer díjszabása
Három lépésben megkezdheti a használatát

A Form Recognizert használhatja az Azure-fiókjával.
A Form Recognizer felismeri a kulcsokat, az értékeket és a táblázatokat.
Egyszerű REST API-val nyerhet ki adatokat a dokumentumokból.
Dokumentáció és források

Az első lépések

Dokumentáció tallózása
Végezze el a nyugtaelemzési Microsoft Learn-kurzust
Tanulmányozza kódmintáinkat

Tekintse meg a mintakódot
A Form Recognizert használó ügyfelek és partnerek

Számla- és szerződésfeldolgozások automatizálása
Az EY segítségével az ügyfelek a Form Recognizer használatával nyerhetnek ki adatokat a szerződésekből és számlákból, miközben több százezer órányi manuálisan végzett munkát takarítanak meg.
A történet elolvasása
A páciensek rendszerbe való felvételének leegyszerűsítése
Az HCA Healthcare Form Recognizert használ a betegek rendszerbe való felvételének leegyszerűsítésére és javítására, valamint arra, hogy lecsökkentse az ismétlődő adatok ápolási központi rendszerbe való bevitelével töltött adminisztratív időt.
A történet elolvasása
Gyorsabb elemzési idő
A Chevron a Form Recognizert az UiPath robotikus folyamatautomatizálási platformjával használva automatizálja a strukturálatlan adatok kinyerését, így az alkalmazottak az igazán értékes elemzésre összpontosíthatnak.
A történet elolvasása
Öt csillagos hűségélmény biztosítása
Az Emaar Form Recognizert használ a nyugták szkenneléséhez és a hűségprogram tagjainak megjutalmazásához, így másfajta ügyfélélményt nyújtanak, és több mint 50%-kal csökkentik a havi feldolgozási költségeket.
A történet elolvasása
Minden tranzakció esetében időt takaríthat meg
A Standard Bank of South Africa a Form Recognizer használatával automatizálja az összetett, határokon túli tranzakciók feldolgozását és javítja az ügyfélszolgálat minőségét, miközben jelentősen csökkenti az átfutási időt és a működési költségeket.
A történet elolvasása
Gyakori kérdések a Form Recognizerrel kapcsolatban

Ellenőrizze az Azure Form Recognizer rendelkezésre állását.
Támogatja a nyomtatott és kézzel írott űrlapokat, PDF-fájlokat és képeket.
Az Azure Form Recognizer sok nyelvet támogat, többek között az angol, a francia, a német, az olasz, a spanyol, a portugál, a holland, a kínai, a japán és a koreai nyelvet is. A teljes listát itt tekintheti meg.
Az egyéni opció öt minta alapján sajátítja el a dokumentumok struktúráját, majd intelligens módon kinyeri a szöveget és az adatokat a dokumentumokhoz igazított módon. Az előre elkészített beállítás nem használ mintákat – a modell már be van tanítva, és máris használható arra, hogy kulcsfontosságú mezőket nyerjen ki vele meghatározott típusú dokumentumokból.
Az elrendezés dokumentumhoz optimalizált, kiváló minőségű optikai karakterfelismerés (OCR) segítségével nyeri ki a szöveget. Emellett táblázatok szerkezetét (a sor- és oszlopszámokat), kijelölési jeleket és más elemeket is képes kinyerni.
Ha készen áll, állítsa be ingyenes Azure-fiókját

Ingyenes kipróbálás
Reflektorfényben

Mesterséges intelligencia és gépi tanulás

Elemzés

Compute

Tárolók

Adatbázis-kezelés

Fejlesztés és üzemeltetés

Fejlesztői eszközök

Hibrid és többfelhős

Identitáskezelés

Integration (Integráció)

IoT-szolgáltatások

Felügyelet és irányítás

Média

Migrálás

Vegyes valóság

Mobil

Hálózatkezelés

Biztonság

Tárhely

Web

Windows virtuális asztal

Használati példák

Alkalmazásfejlesztés

AI

Felhőbe való áttelepítés és korszerűsítés

Adatok és analitika

Hibrid felhő és infrastruktúra

IoT-szolgáltatások

Biztonság és irányítás

Piaci megoldások

Szervezet típusa

Erőforrások

Azure Form Recognizer

Szöveg és struktúra gyors kinyerése a dokumentumokból

Szöveg egyszerű kinyerése

Testreszabott eredmények

Rugalmas üzembe helyezés

Beépített biztonság

Dokumentumfeldolgozási munkafolyamatok létrehozása AI segítségével

A szöveg és a struktúra könnyedén kinyerhető az egyszerű REST API használatával

Lásd az alábbi példákat

Layout

Előre összeállított

Egyéni

A szöveg űrlapba történő kinyerése testre szabható

A Form Recognizer bárhol, a felhőben vagy a peremhálózaton is üzembe helyezhető

Űrlapok és dokumentumok elemzése

Intelligens keresőindexek létrehozása

Üzleti folyamatok automatizálása

Az alkalmazásinnováció elősegítése felhőbeli AI-szolgáltatásokkal

Adatvédelem és biztonság

Dokumentumok költséghatékony feldolgozása

Három lépésben megkezdheti a használatát

Dokumentáció és források

Az első lépések

Tanulmányozza kódmintáinkat

A Form Recognizert használó ügyfelek és partnerek

Gyakori kérdések a Form Recognizerrel kapcsolatban

Ha készen áll, állítsa be ingyenes Azure-fiókját
