Strona główna
Produkty
form-recognizer
Rozpoznawanie formularzy Azure

Napędzana przez sztuczną inteligencję usługa wyodrębniania dokumentów, która rozpoznaje formularze
Szybko wyodrębniaj tekst i strukturę dokumentów

Przyspiesz procesy biznesowe poprzez automatyzację wyodrębniania informacji. Usługa Azure Form Recognizer stosuje zaawansowane uczenie maszynowe, aby dokładnie wyodrębniać tekst, pary klucz/wartość, tabele i strukturę z dokumentów. Posługując się zaledwie kilkoma próbkami, dostosuj usługę Azure Form Recognizer tak, aby rozumiała Twoje dokumenty przechowywane zarówno lokalnie, jak i w chmurze. W ułamku sekundy i przy niewielkich kosztach przekształć dokumenty w użyteczne dane, aby bardziej skoncentrować się na działaniach na podstawie informacji zamiast na ich przygotowywanie.
Proste wyodrębnianie tekstu

Z łatwością ściągaj dane i organizuj informacje, korzystając z funkcji wbudowanych i niestandardowych — bez konieczności ręcznego etykietowania.
Dostosowane wyniki

Uzyskaj wyniki dostosowane do układów Twoich dokumentów dzięki automatycznemu wyodrębnianiu niestandardowemu i ulepszaj je na podstawie opinii pracowników.
Elastyczne wdrożenia

Pozyskuj dane z chmury do urządzeń brzegowych i używaj ich na potrzeby indeksów wyszukiwania, przepływów pracy automatyzacji biznesowej i nie tylko.
Wbudowane zabezpieczenia

Zaufaj zabezpieczeniom klasy korporacyjnej i systemowi ochrony prywatności stosowanym zarówno dla danych, jak i dla wytrenowanych modeli.
Sprawdź, co nowego na platformie Azure AI w fazie kompilacji
Używanie sztucznej inteligencji do tworzenia przepływów pracy przetwarzania dokumentów

Dowiedz się, jak przyspieszyć procesy biznesowe, automatyzując wyodrębnianie tekstu za pomocą usługi Azure Form Recognizer. To seminarium internetowe zawiera szczegółowe wersje demonstracyjne dla kluczowych przypadków użycia, takich jak przetwarzanie dokumentów, wyszukiwanie wiedzy i dostosowywanie modeli sztucznej inteligencji specyficznych dla branży.
Łatwe wyodrębnianie tekstu i struktury za pomocą prostego interfejsu API REST

Dokładnie wyodrębniaj tekst, pary klucz-wartość i tabele z dokumentów, formularzy, paragonów, faktur i różnego rodzaju kart bez konieczności ręcznego etykietowania według typu dokumentu, intensywnego kodowania czy obsługi. Do wyodrębniania informacji ze swoich dokumentów w zorganizowany sposób używaj interfejsów API formularzy niestandardowych, wstępnie utworzonych interfejsów API oraz interfejsów API układów usługi Azure Form Recognizer.
Zobacz poniższe przykłady

------------------------------
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": [
                    {
                        "text": "Contoso",
                        "boundingBox": [
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                                "text": "Contoso",
                                "boundingBox": [
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                            }
                        ]
                    },
                    {
                        "text": "Bill To:",
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                            {
                                "text": "Bill",
                                "boundingBox": [
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                                ]
                            },
                            {
                                "text": "To:",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Contoso, Ltd",
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                        ],
                        "words": [
                            {
                                "text": "Contoso,",
                                "boundingBox": [
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                                ]
                            },
                            {
                                "text": "Ltd",
                                "boundingBox": [
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                            }
                        ]
                    },
                    {
                        "text": "Phone:",
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                                "text": "Phone:",
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                            }
                        ]
                    },
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                            }
                        ]
                    },
                    {
                        "text": "Invoice #:",
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                        "words": [
                            {
                                "text": "Invoice",
                                "boundingBox": [
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                            },
                            {
                                "text": "#:",
                                "boundingBox": [
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                            }
                        ]
                    },
                    {
                        "text": "3-456-2",
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                                "text": "3-456-2",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Fax:",
                        "boundingBox": [
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                                "text": "Fax:",
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                            }
                        ]
                    },
                    {
                        "text": "432-555-0123",
                        "boundingBox": [
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                                "text": "432-555-0123",
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                            }
                        ]
                    },
                    {
                        "text": "Invoice Date:",
                        "boundingBox": [
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                                "text": "Invoice",
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                            },
                            {
                                "text": "Date:",
                                "boundingBox": [
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                            }
                        ]
                    },
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                                "text": "4/14/2019",
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                    },
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                        "text": "Email:",
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                    },
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                            },
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                                "text": "For:",
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                            }
                        ]
                    },
                    {
                        "text": "Project 2",
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                                "text": "Project",
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                        ]
                    },
                    {
                        "text": "Item #",
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                            },
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                        ]
                    },
                    {
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                    },
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                        ]
                    },
                    {
                        "text": "Unit Price",
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                        ]
                    },
                    {
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                                "text": "Discount",
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                    },
                    {
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                                "text": "Price",
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                            }
                        ]
                    },
                    {
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                            }
                        ]
                    },
                    {
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                                "text": "Invoice",
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                            },
                            {
                                "text": "3-456-2",
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                            },
                            {
                                "text": "Data",
                                "boundingBox": [
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                            },
                            {
                                "text": "1",
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                            }
                        ]
                    },
                    {
                        "text": "39",
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                                "text": "39",
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                        ]
                    },
                    {
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                        "text": "Invoice 3-456-2 Data 7",
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                        "text": "Invoice 3-456-2 Data 8",
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                                    7.0889,
                                    5.6083,
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                        "text": "Z4575",
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                        "text": "Invoice 3-456-2 Data 9",
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                        "text": "Invoice 3-456-2 Data 10",
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                                    6.5736,
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                            3.0833,
                            6.4375,
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                        "text": "Invoice 3-456-2 Data 12",
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                            3.0833,
                            6.7583,
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                            5.3444,
                            6.7583,
                            5.3444,
                            6.8944,
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                                "text": "1.00",
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                                    5.3444,
                                    6.8944,
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                        "text": "44.00",
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                            7.0889,
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                                "text": "44.00",
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                        "text": "Invoice Subtotal:",
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                            6.1319,
                            7.3083,
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                                "text": "Subtotal:",
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                                    6.1319,
                                    7.3083,
                                    6.1319,
                                    7.4486,
                                    5.7444,
                                    7.4486
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                            }
                        ]
                    },
                    {
                        "text": "2,014.00",
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                            7.3125,
                            7.0958,
                            7.3125,
                            7.0958,
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                            6.7361,
                            7.4486
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                        "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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                            }
                        ]
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                    {
                        "text": "Tax Rate:",
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                            7.6278,
                            5.8083,
                            7.6278,
                            5.8083,
                            7.7694,
                            5.4167,
                            7.7694
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                            {
                                "text": "Tax",
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                                    7.6278,
                                    5.5639,
                                    7.6278,
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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,
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                                    6.875,
                                    7.7694
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                        "text": "Sales Tax:",
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                            7.95,
                            5.8292,
                            7.95,
                            5.8292,
                            8.0917,
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                            8.0917
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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",
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                                    7.9556,
                                    7.0833,
                                    7.9556,
                                    7.0833,
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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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                                    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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                    {
                        "text": "Invoice Total:",
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                            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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                                    8.6097,
                                    5.7347,
                                    8.6097,
                                    5.7347,
                                    8.75,
                                    5.4292,
                                    8.75
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                            {
                                "text": "Total:",
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                                    8.6097,
                                    6.0028,
                                    8.6097,
                                    6.0028,
                                    8.75,
                                    5.7583,
                                    8.75
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                        ]
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                    {
                        "text": "2,190.23",
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                            8.6139,
                            7.1097,
                            8.6139,
                            7.1097,
                            8.75,
                            6.7486,
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                                "text": "2,190.23",
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                                    7.1097,
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                                    6.7486,
                                    8.75
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                            9.4236,
                            2.8611,
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                            2.8611,
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                                "text": "Make",
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                                    2.4708,
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                                "text": "due",
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Przykłady niestandardowe zostały wyodrębnione za pomocą modelu niestandardowego wytrenowanego przy użyciu pięciu plików PDF na każdy typ formularza
Wypróbuj
Layout

Wykrywa oraz wyodrębnia tekst i układ dokumentów, na przykład tabele, pola wyboru i obiekty.
Dowiedz się więcej
Wstępnie utworzone

To wstępnie wytrenowane modele do użycia w typowych scenariuszach (np. identyfikatory, paragony i faktury) wyodrębniające z dokumentów tekst, pary klucz-wartość i pozycje w wierszach.
Dowiedz się więcej
Niestandardowe

Ta usługa obsługująca formularze niestandardowe umożliwia trenowanie modelu przy użyciu własnych danych w celu inteligentnego odwzorowania struktury Twoich dokumentów.
Dowiedz się więcej
Dostosowywanie wyodrębniania tekstu do własnych formularzy

Gdy pracujesz nad dokumentami, które odbiegają od tradycyjnych formatów, takich jak materiały specyficzne dla branży, często musisz tworzyć własne rozwiązanie. Możliwości wyodrębniania niestandardowego w usłudze Azure Form Recognizer ułatwiają zmierzenie się z tym wyzwaniem poprzez trenowanie na podstawie własnych danych w zakresie zaledwie pięciu dokumentów. Pierwsze dane wyjściowe są bardziej niezawodne i dostosowane do Twoich potrzeb, ale także umożliwiają wprowadzanie danych przez człowieka w celu utworzenia bardzo dokładnego modelu dostosowanego do własnych formularzy.
Stosowanie usługi Azure Form Recognizer w dowolnym miejscu — w chmurze lub na urządzeniach brzegowych

Rozpoznawaj formularze na urządzeniach brzegowych, w środowisku lokalnym i w chmurze za pomocą obsługi kontenerów w usługach Azure Applied AI Services. Tę przenośną architekturę można wdrożyć bezpośrednio w usłudze Azure Kubernetes Service (AKS) lub Azure Container Instances, bądź w klastrze Kubernetes wdrożonym w usłudze Azure Stack. Użyj interfejsu API REST usługi Azure Form Recognizer do integrowania z indeksami wyszukiwania usług Azure Applied AI, automatyzowania procesów biznesowe i tworzenia niestandardowych przepływów pracy na potrzeby firmy.
Dowiedz się więcej
Analizowanie formularzy i dokumentów

Podejmuj decyzje oparte na danych, wyodrębniając dane z dokumentów do usługi wizualizacji danych w celu przeprowadzenia analizy.
Tworzenie inteligentnych indeksów wyszukiwania

Łatwo znajduj konkretne informacje w dokumentach i formularzach, na przykład łączne kwoty do zapłaty, dzięki integracji usługi Azure Form Recognizer z usługą wyszukiwania Azure Applied AI.
Automatyzacja biznesowych przepływów pracy

Wyodrębniaj tekst, pary klucz-wartość, tabele i struktury z dokumentów, a następnie przesyłaj je do systemów zaplecza w celu wykonywania zadań związanych z obsługą wniosków, faktur i paragonów.
Wspieraj innowacje w aplikacjach dzięki usługom sztucznej inteligencji w chmurze

Poznaj 5 kluczowych sposobów, dzięki którym Twoja organizacja może rozpocząć pracę ze sztuczną inteligencją, aby szybko zrealizować wartość.
Przeczytaj badanie
Ochrona prywatności i zabezpieczenia

Usługa Azure Form Recognizer zapewnia zachowanie prywatności danych. Niestandardowe trenowanie wykonywane w oparciu o własne dokumenty nie jest wykorzystywane przez firmę Microsoft do ulepszania modelu usługi Azure Form Recognizer.
To Ty kontrolujesz swoje dane. Dzięki użyciu kontenerów możesz zdecydować o miejscu przetwarzania danych przez usługę Azure Form Recognizer — to zapewnia obsługę spójności danych w środowiskach hybrydowych, zarządzania, tożsamości i zabezpieczeń.
Usługa Azure Form Recognizer wchodzi w skład usług Azure Applied AI Services wspieranych przez infrastrukturę platformy Azure zapewniającą zabezpieczenia, dostępność, zgodność i możliwość zarządzania klasy korporacyjnej.
Dowiedz się więcej o bezpieczeństwie platformy Azure
Ekonomiczne przetwarzanie dokumentów

Dostępne są dwie opcje cenowe, Bezpłatna i Standardowa, oferujące możliwość wyodrębniania cennych informacji z dokumentów o wiele taniej niż w przypadku ręcznego wyodrębniania danych.
Zobacz ceny usługi Azure Form Recognizer
Rozpocznij pracę w trzech krokach

Korzystaj z usługi Azure Form Recognizer w ramach swojego konta platformy Azure.
Usługa Azure Form Recognizer służy do odnajdywania kluczy, wartości i tabel.
Użyj prostego interfejsu API REST, aby wyodrębnić dane z dokumentów.
Dokumentacja i zasoby

Rozpocznij

Przejrzyj dokumentację
Weź udział w kursie analizy paragonów w witrynie Microsoft Learn
Eksplorowanie przykładów kodu

Zapoznaj się z przykładowym kodem
Klienci i partnerzy korzystający z usługi Azure Form Recognizer

Automatyzowanie procesów obsługi faktur i kontraktów
Firma EY pomaga klientom wyodrębniać dane z kontraktów i faktur przy użyciu usługi Azure Form Recognizer, zapewniając jednocześnie oszczędność setek tysięcy godzin pracy ręcznej.
Przeczytaj historię
Upraszczanie dołączania pacjenta
Firma HCA Healthcare używa usługi Azure Form Recognizer do uproszczania i poprawiania środowiska dołączania pacjentów oraz skracania czasu obsługi administracyjnej poświęcanej na wprowadzanie powtarzających się danych do systemu centrum opieki.
Przeczytaj historię
Przyspieszanie czasu uzyskiwania szczegółowych informacji
Firma Chevron używa usługi Azure Form Recognizer z platformą automatyzacji procesów mechanicznych UiPath do automatyzacji wyodrębniania danych bez struktury, umożliwiając pracownikom skoncentrowanie czasu na analizie o wysokiej wartości.
Przeczytaj historię
Dostarczanie 5-gwiazdkowego środowiska lojalnościowego
Firma Emaar używa usługi Azure Form Recognizer do skanowania potwierdzeń i nagradzania członków programu lojalnościowego, wyróżniając doświadczenia klientów i zmniejszając ich koszty przetwarzania miesięcznego o ponad 50 procent.
Przeczytaj historię
Oszczędzanie czasu przy każdej transakcji
Standard Bank of South Africa używa usługi Azure Form Recognizer do automatyzowania przetwarzania kompleksowych transakcji transgranicznych, poprawiając obsługę klienta, jednocześnie znacznie zmniejszając czas przetwarzania i koszty operacyjne.
Przeczytaj historię
Często zadawane pytania dotyczące usługi Azure Form Recognizer

Sprawdź dostępność usługi Rozpoznawanie formularzy Azure.
Obsługiwane są formularze, pliki PDF i obrazy zawierające zarówno tekst wydrukowany, jak i napisany odręcznie.
Usługa Rozpoznawanie formularzy Azure obsługuje wiele języków, w tym angielski, chiński, francuski, hiszpański, japoński, koreański, niemiecki, niderlandzki, portugalski i włoski. Zobacz pełną listę tutaj.
W przypadku opcji niestandardowej struktura dokumentów jest analizowana na podstawie pięciu próbek, a następnie tekst i dane są wyodrębniane w sposób inteligentny i dostosowany do nich. W przypadku opcji wbudowanej próbki nie są używane — model jest już wytrenowany i gotowy do użycia w celu wyodrębnienia kluczowych pól z określonych typów dokumentów.
Funkcja Układ wyodrębnia tekst za pomocą optycznego rozpoznawania znaków o wysokiej rozdzielczości dostosowanego do dokumentów. Wyodrębnia także strukturę tabel (numery wierszy i kolumn), znaczniki wyboru i inne.
Wszystko gotowe — utwórz bezpłatne konto platformy Azure

Rozpocznij bezpłatnie
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Używanie sztucznej inteligencji do tworzenia przepływów pracy przetwarzania dokumentów

Łatwe wyodrębnianie tekstu i struktury za pomocą prostego interfejsu API REST

Zobacz poniższe przykłady

Layout

Wstępnie utworzone

Niestandardowe

Dostosowywanie wyodrębniania tekstu do własnych formularzy

Stosowanie usługi Azure Form Recognizer w dowolnym miejscu — w chmurze lub na urządzeniach brzegowych

Analizowanie formularzy i dokumentów

Tworzenie inteligentnych indeksów wyszukiwania

Automatyzacja biznesowych przepływów pracy

Wspieraj innowacje w aplikacjach dzięki usługom sztucznej inteligencji w chmurze

Ochrona prywatności i zabezpieczenia

Ekonomiczne przetwarzanie dokumentów

Rozpocznij pracę w trzech krokach

Dokumentacja i zasoby

Rozpocznij

Eksplorowanie przykładów kodu

Klienci i partnerzy korzystający z usługi Azure Form Recognizer

Często zadawane pytania dotyczące usługi Azure Form Recognizer

Wszystko gotowe — utwórz bezpłatne konto platformy Azure
