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Termékek
Azure Form Recognizer
Azure Form Recognizer

A mesterséges intelligencián alapuló dokumentumkinyerési szolgáltatás, amely önállóan értelmezi dokumentumait
Ingyenes kipróbálás
Már használja az Azure-t? Ezt a szolgáltatást most ingyenesen kipróbálhatja
Szöveg és struktúra gyors kinyerése a dokumentumokból

Az információkinyerés automatizálásával felgyorsíthatja üzleti folyamatait. A Form Recognizer továbbfejlesztett gépi tanulást használatával végzi a szövegek, kulcs/érték párok, táblázatok és struktúrák dokumentumokból való kinyerését. Csupán néhány minta szükséges ahhoz, hogy a Form Recognizert a saját dokumentumainak értelmezéséhez igazítsa a helyszínen és a felhőben egyaránt. A dokumentumokat az idő és a költségek töredéke alatt használható adatokká alakíthatja, így a rendszerezés helyett több időt szánhat az információk alapján történő cselekvésre.
Ismerje meg a Form Recognizer új képességeit
Simple text extraction

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

Ingest data from the cloud or at the edge and apply to search indexes, business automation workflows, and more.
Beépített biztonság

Nagyvállalati szintű biztonság és adatvédelem mind az adatok, mind a betanított modellek esetében.
A szöveg és a struktúra az egyszerű REST API használatával könnyedén kinyerhető

Accurately extract text, key-value pairs, and tables from documents, forms, receipts, invoices, and business cards without manual labeling by document type or intensive coding or maintenance. Use the Azure Form Recognizer custom forms, prebuilt, and layout APIs to extract information from your documents in an organized manner.
See the following examples

------------------------------
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": [
                            1.5944,
                            1.1194,
                            2.5444,
                            1.1194,
                            2.5444,
                            1.4542,
                            1.5944,
                            1.4542
                        ],
                        "words": [
                            {
                                "text": "Contoso",
                                "boundingBox": [
                                    1.5944,
                                    1.1194,
                                    2.5444,
                                    1.1194,
                                    2.5444,
                                    1.4542,
                                    1.5944,
                                    1.4542
                                ]
                            }
                        ]
                    },
                    {
                        "text": "Bill To:",
                        "boundingBox": [
                            1.3667,
                            1.8625,
                            1.6819,
                            1.8625,
                            1.6819,
                            2.0014,
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                            2.0014
                        ],
                        "words": [
                            {
                                "text": "Bill",
                                "boundingBox": [
                                    1.3667,
                                    1.8625,
                                    1.5042,
                                    1.8625,
                                    1.5042,
                                    2.0014,
                                    1.3667,
                                    2.0014
                                ]
                            },
                            {
                                "text": "To:",
                                "boundingBox": [
                                    1.5333,
                                    1.8625,
                                    1.6819,
                                    1.8625,
                                    1.6819,
                                    2.0014,
                                    1.5333,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Contoso, Ltd",
                        "boundingBox": [
                            2.0681,
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                            2.5889,
                            2.0014,
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                        ],
                        "words": [
                            {
                                "text": "Contoso,",
                                "boundingBox": [
                                    2.0681,
                                    1.8653,
                                    2.4347,
                                    1.8653,
                                    2.4347,
                                    2.0014,
                                    2.0681,
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                                ]
                            },
                            {
                                "text": "Ltd",
                                "boundingBox": [
                                    2.4583,
                                    1.8653,
                                    2.5889,
                                    1.8653,
                                    2.5889,
                                    2.0014,
                                    2.4583,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Phone:",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Phone:",
                                "boundingBox": [
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                                    3.9986,
                                    2.0014,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "432-555-0189",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "432-555-0189",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Invoice #:",
                        "boundingBox": [
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                            1.8625,
                            5.8542,
                            2.0014,
                            5.4181,
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                        ],
                        "words": [
                            {
                                "text": "Invoice",
                                "boundingBox": [
                                    5.4181,
                                    1.8625,
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                                    1.8625,
                                    5.7417,
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                                    5.4181,
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                                ]
                            },
                            {
                                "text": "#:",
                                "boundingBox": [
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                                    5.8542,
                                    2.0014,
                                    5.7694,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "3-456-2",
                        "boundingBox": [
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                            6.6097,
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                        ],
                        "words": [
                            {
                                "text": "3-456-2",
                                "boundingBox": [
                                    6.2889,
                                    1.8653,
                                    6.6097,
                                    1.8653,
                                    6.6097,
                                    2.0014,
                                    6.2889,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Fax:",
                        "boundingBox": [
                            3.675,
                            2.0542,
                            3.8708,
                            2.0542,
                            3.8708,
                            2.1917,
                            3.675,
                            2.1917
                        ],
                        "words": [
                            {
                                "text": "Fax:",
                                "boundingBox": [
                                    3.675,
                                    2.0542,
                                    3.8708,
                                    2.0542,
                                    3.8708,
                                    2.1917,
                                    3.675,
                                    2.1917
                                ]
                            }
                        ]
                    },
                    {
                        "text": "432-555-0123",
                        "boundingBox": [
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                            2.0542,
                            4.6458,
                            2.0542,
                            4.6458,
                            2.1917,
                            4.0139,
                            2.1917
                        ],
                        "words": [
                            {
                                "text": "432-555-0123",
                                "boundingBox": [
                                    4.0139,
                                    2.0542,
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                                    4.6458,
                                    2.1917,
                                    4.0139,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Invoice Date:",
                        "boundingBox": [
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                            2.0542,
                            6.0125,
                            2.0542,
                            6.0125,
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                        ],
                        "words": [
                            {
                                "text": "Invoice",
                                "boundingBox": [
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                                ]
                            },
                            {
                                "text": "Date:",
                                "boundingBox": [
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                                    6.0125,
                                    2.1917,
                                    5.7694,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "4/14/2019",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "4/14/2019",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Email:",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Email:",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "contoso@example.com",
                        "boundingBox": [
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                        "words": [
                            {
                                "text": "contoso@example.com",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Invoice For:",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Invoice",
                                "boundingBox": [
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                                ]
                            },
                            {
                                "text": "For:",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Project 2",
                        "boundingBox": [
                            1.9833,
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                            2.5222,
                            2.425,
                            2.675,
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                        ],
                        "words": [
                            {
                                "text": "Project",
                                "boundingBox": [
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                                ]
                            },
                            {
                                "text": "2",
                                "boundingBox": [
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                                    2.425,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Item #",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Item",
                                "boundingBox": [
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                                ]
                            },
                            {
                                "text": "#",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Description",
                        "boundingBox": [
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                        "words": [
                            {
                                "text": "Description",
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Qty",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Qty",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Unit Price",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Unit",
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                                ]
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                            {
                                "text": "Price",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Discount",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Discount",
                                "boundingBox": [
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                            }
                        ]
                    },
                    {
                        "text": "Price",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Price",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Z4567",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Z4567",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Invoice 3-456-2 Data 1",
                        "boundingBox": [
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                            3.0306,
                            3.2208,
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                        ],
                        "words": [
                            {
                                "text": "Invoice",
                                "boundingBox": [
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                                ]
                            },
                            {
                                "text": "3-456-2",
                                "boundingBox": [
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                                ]
                            },
                            {
                                "text": "Data",
                                "boundingBox": [
                                    2.7625,
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                                ]
                            },
                            {
                                "text": "1",
                                "boundingBox": [
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                                    3.0306,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "39",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "39",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "5.00",
                        "boundingBox": [
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                        "words": [
                            {
                                "text": "5.00",
                                "boundingBox": [
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                                ]
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                        ]
                    },
                    {
                        "text": "195.00",
                        "boundingBox": [
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                                    7.0889,
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                        "text": "Z4574",
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                        "text": "Invoice 3-456-2 Data 8",
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                            5.4722,
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                                    5.6083,
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                        "text": "Z4575",
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                                    5.9306,
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                        "text": "Invoice 3-456-2 Data 9",
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                            5.7944,
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                        "text": "Invoice 3-456-2 Data 10",
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                            6.1153,
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                                    6.2514,
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                                    6.5736,
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                            3.0833,
                            6.4375,
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                            6.7583,
                            3.0833,
                            6.7583,
                            3.0833,
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                            {
                                "text": "44.00",
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                                    7.0889,
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                                    7.0889,
                                    6.8944,
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                        "text": "Invoice Subtotal:",
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                            6.1319,
                            7.3083,
                            6.1319,
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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",
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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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                            }
                        ]
                    },
                    {
                        "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,
                                    5.5639,
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                                    5.4167,
                                    7.7694
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                            },
                            {
                                "text": "Rate:",
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                                    5.5861,
                                    7.6278,
                                    5.8083,
                                    7.6278,
                                    5.8083,
                                    7.7694,
                                    5.5861,
                                    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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                            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,
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                                    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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                            5.6917,
                            8.2736,
                            5.6917,
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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,
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                                    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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                    },
                    {
                        "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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                                    7.1097,
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                                    6.7486,
                                    8.75
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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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                                "text": "payable",
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Az egyéni példákat egy egyéni modell használatával nyerték ki, melyet minden űrlaptípushoz öt PDF-fájllal tanítottak be
Próbálja ki!
Layout

Detects and extracts text and layout of documents, like tables, check boxes, and objects.
További információ
Előre összeállított

These are pretrained models for common scenarios such as IDs, receipts, and invoices, that extract text, key-value pairs, and line items from documents.
További információ
Egyéni

This custom form service lets you train on your own data to learn the structure of your documents in an intelligent way.
További információ
Customize text extraction to your forms

Amikor a hagyományos formáktól eltérő dokumentumokkal kell dolgozni, mint amilyenek az iparág-specifikus forrásanyagok is, gyakran saját megoldást kell fejlesztenie. A Form Recognizer egyéni kinyerési funkciói azáltal segítenek megbirkózni ezzel a feladattal, hogy a betanítás során az Ön adatait használja, és csupán öt dokumentum alapján is elvégezheti. Az első eredmény így nemcsak megbízhatóbb és jobban az Ön igényeire van szabva, de emberi bemeneteket is megadhat, így rendkívül pontos modellt hozhat létre, amely az űrlapjaihoz van igazítva.
Apply Azure Form Recognizer anywhere, in the cloud or at the edge

Recognize forms at the edge, on-premises, and in the cloud with container support in Azure Applied AI Services. The portable architecture can be deployed directly to Azure Kubernetes Service (AKS) or Azure Container Instances, or to a Kubernetes cluster deployed to Azure Stack. Use the REST interface of the Azure Form Recognizer API to then integrate into Azure Applied AI search indexes, automate business processes, and create custom workflows for your business.
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

Easily find specific information in your documents and forms, such as total accounts payable, by integrating Azure Form Recognizer with Azure Applied AI Search.
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.
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.
Azure Form Recognizer is part of Azure Applied AI Services, backed by Azure infrastructure and enterprise-grade security, availability, compliance, and manageability.
További tudnivalók az Azure biztonsági szolgáltatásairól
Dokumentumok költséghatékony feldolgozása

Choose from free and standard pricing options to extract valuable information from documents at a fraction of the price of manual extraction.
A Form Recognizer díjszabásának megtekintése
Három lépésben megkezdheti a használatát

Use Azure Form Recognizer with your Azure account.
A Form Recognizer fel tudja tárni a kulcsokat, az értékeket és a táblázatokat.
A dokumentumokból egy egyszerű REST API használatával nyerheti ki az adatokat.
Dokumentáció és források

Az első lépések

Browse documentation
Take the receipt analysis Microsoft Learn course
Tanulmányozza kódmintáinkat

Check out the sample code
A Form Recognizert használó ügyfelek és partnerek

A Zelros a Form Recognizer használatával nagyobb kapacitással és gyorsabban végez ügyfélszolgálati tevékenységet
A történet elolvasása
Automation Anywhere uses Azure Form Recognizer to support UK healthcare provider's COVID-19 response.
A történet elolvasása
Az UIPath robotikus folyamatautomatizáló-rendszere teljesen újraírja a játékszabályokat az olajiparági partnerei űrlapalapú tartalmainak nagy mennyiségekben való feldolgozásával.
A történet elolvasása
A Chevron a Form Recognizer használatával gyorsítja fel a következetes és megbízható adatokhoz való hozzáférést.
A történet elolvasása
A Blue Prism robotikus folyamatautomatizálással foglalkozó vállalat ügyfelei több millió dollárt takaríthatnak meg a cég intelligens adatkinyerésének köszönhetően.
A történet elolvasása
Ismerje meg, hogyan hozta létre a Financial Fabric pénzügyi tranzakciókat feldolgozó szoftverszolgáltatását (SaaS) a Form Recognizer használatával.
A történet elolvasása
Gyakori kérdések – Azure Form Recognizer

Check Azure Form Recognizer availability.
A Form Recognizer nyomtatott és kézzel írott űrlapokat, PDF-fájlokat és képeket támogat.
Azure Form Recognizer supports multiple languages including English, French, German, Italian, Spanish, Portuguese, Dutch, Chinese, Japanese, and Korean. See full list here.
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