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Termékek
Form Recognizer
Form Recognizer

The AI-powered document extraction service that understands your documents
Ingyenes kipróbálás
Már használja az Azure-t? Ezt a szolgáltatást most ingyenesen kipróbálhatja
Szöveg és struktúra gyors kinyerése a dokumentumokból

Accelerate your business processes by automating information extraction. Form Recognizer applies advanced machine learning to accurately extract text, key/value pairs, tables and structures from documents. With just a few samples you can tailor Form Recognizer to understand your documents, both on-premises and in the cloud. Turn documents into usable data at a fraction of the time and cost, so you can focus more time acting on the information rather than compiling it.
Egyszerűsített információ-kinyerés

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 a peremhálózatra töltheti, keresési indexeket alkalmazhat, és üzleti folyamatokat is automatizálhat.
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, business cards and more without manual labeling by document type or intensive coding or maintenance. Utilize Form Recognizer’s Custom Forms, Pre-built, and Layout APIs to extract information from your documents in an organized manner.
See examples below

------------------------------
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,
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                        ],
                        "words": [
                            {
                                "text": "Contoso",
                                "boundingBox": [
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                                    2.5444,
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                                    2.5444,
                                    1.4542,
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                                    1.4542
                                ]
                            }
                        ]
                    },
                    {
                        "text": "Bill To:",
                        "boundingBox": [
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                            1.8625,
                            1.6819,
                            1.8625,
                            1.6819,
                            2.0014,
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                            2.0014
                        ],
                        "words": [
                            {
                                "text": "Bill",
                                "boundingBox": [
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                                    1.8625,
                                    1.5042,
                                    1.8625,
                                    1.5042,
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                                ]
                            },
                            {
                                "text": "To:",
                                "boundingBox": [
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                                    1.6819,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Contoso, Ltd",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Contoso,",
                                "boundingBox": [
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                                    2.4347,
                                    1.8653,
                                    2.4347,
                                    2.0014,
                                    2.0681,
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                                ]
                            },
                            {
                                "text": "Ltd",
                                "boundingBox": [
                                    2.4583,
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                                    2.5889,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Phone:",
                        "boundingBox": [
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                        "words": [
                            {
                                "text": "Phone:",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
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                        "words": [
                            {
                                "text": "432-555-0189",
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Invoice #:",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Invoice",
                                "boundingBox": [
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                                ]
                            },
                            {
                                "text": "#:",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "3-456-2",
                        "boundingBox": [
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                        "words": [
                            {
                                "text": "3-456-2",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Fax:",
                        "boundingBox": [
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                        ],
                        "words": [
                            {
                                "text": "Fax:",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "432-555-0123",
                        "boundingBox": [
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                        "words": [
                            {
                                "text": "432-555-0123",
                                "boundingBox": [
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Invoice Date:",
                        "boundingBox": [
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                        "words": [
                            {
                                "text": "Invoice",
                                "boundingBox": [
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                            },
                            {
                                "text": "Date:",
                                "boundingBox": [
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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:",
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                        "words": [
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                                "text": "Email:",
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "contoso@example.com",
                        "boundingBox": [
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                        "words": [
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                                "text": "contoso@example.com",
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                        ]
                    },
                    {
                        "text": "Invoice For:",
                        "boundingBox": [
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                        "words": [
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                                "text": "Invoice",
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                            },
                            {
                                "text": "For:",
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Project 2",
                        "boundingBox": [
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                        "words": [
                            {
                                "text": "Project",
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                            },
                            {
                                "text": "2",
                                "boundingBox": [
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                            }
                        ]
                    },
                    {
                        "text": "Item #",
                        "boundingBox": [
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                        "words": [
                            {
                                "text": "Item",
                                "boundingBox": [
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                            },
                            {
                                "text": "#",
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                            }
                        ]
                    },
                    {
                        "text": "Description",
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                                "text": "Description",
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                        ]
                    },
                    {
                        "text": "Qty",
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                        "words": [
                            {
                                "text": "Qty",
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                            }
                        ]
                    },
                    {
                        "text": "Unit Price",
                        "boundingBox": [
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                        "words": [
                            {
                                "text": "Unit",
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                            {
                                "text": "Price",
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                        ]
                    },
                    {
                        "text": "Discount",
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                            {
                                "text": "Discount",
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                        ]
                    },
                    {
                        "text": "Price",
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                                "text": "Price",
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                            }
                        ]
                    },
                    {
                        "text": "Z4567",
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                                "text": "Z4567",
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                            }
                        ]
                    },
                    {
                        "text": "Invoice 3-456-2 Data 1",
                        "boundingBox": [
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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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                        ],
                        "words": [
                            {
                                "text": "39",
                                "boundingBox": [
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                            }
                        ]
                    },
                    {
                        "text": "5.00",
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                        "words": [
                            {
                                "text": "5.00",
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                        ]
                    },
                    {
                        "text": "195.00",
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                        "words": [
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                                "text": "195.00",
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "Z4568",
                        "boundingBox": [
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                                "text": "7",
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                                    4.4736,
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                            5.15,
                            7.0889,
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                            {
                                "text": "420.00",
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                                    7.0889,
                                    5.2861,
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                        "text": "Z4574",
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                                    5.6083,
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                        "text": "Invoice 3-456-2 Data 8",
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                            5.4722,
                            3.0319,
                            5.4722,
                            3.0319,
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                                    7.0889,
                                    5.6083,
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                        "text": "Z4575",
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                            5.7944,
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                                    1.6514,
                                    5.9306,
                                    1.3972,
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                    {
                        "text": "Invoice 3-456-2 Data 9",
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                            3.0319,
                            5.7944,
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                                "text": "Invoice",
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                                    2.7403,
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                                "text": "Data",
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                        "text": "32.00",
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                            7.0889,
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                                    7.0889,
                                    5.9306,
                                    6.8569,
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                        "text": "Z4576",
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                                    1.6514,
                                    6.2514,
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                        ]
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                    {
                        "text": "Invoice 3-456-2 Data 10",
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                            6.1153,
                            3.0833,
                            6.1153,
                            3.0833,
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                                "text": "Invoice",
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                            6.1153,
                            7.0889,
                            6.2514,
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                                    7.0889,
                                    6.2514,
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                        "text": "Z4577",
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                            6.4375,
                            1.6514,
                            6.5736,
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                                    6.4375,
                                    1.6514,
                                    6.5736,
                                    1.3972,
                                    6.5736
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                        ]
                    },
                    {
                        "text": "Invoice 3-456-2 Data 11",
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                            6.4375,
                            3.0833,
                            6.4375,
                            3.0833,
                            6.5736,
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                                "text": "Invoice",
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                                    6.4375,
                                    2.3958,
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                            {
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                                    2.7403,
                                    6.5736,
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                                    5.3444,
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                            7.0889,
                            6.5736,
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                                    7.0889,
                                    6.5736,
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                                    1.6514,
                                    6.8944,
                                    1.3972,
                                    6.8944
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                        ]
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                    {
                        "text": "Invoice 3-456-2 Data 12",
                        "boundingBox": [
                            2.1,
                            6.7583,
                            3.0833,
                            6.7583,
                            3.0833,
                            6.8944,
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                                "text": "Invoice",
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                                    6.7583,
                                    2.3958,
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                            {
                                "text": "3-456-2",
                                "boundingBox": [
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                                    6.7583,
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                                    6.7583,
                                    2.7403,
                                    6.8944,
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                            },
                            {
                                "text": "Data",
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                                    6.7583,
                                    2.9569,
                                    6.7583,
                                    2.9569,
                                    6.8944,
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                                "text": "12",
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                                    3.0833,
                                    6.8944,
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                            6.7583,
                            4.4736,
                            6.8944,
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                                    4.4736,
                                    6.8944,
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                                    5.3444,
                                    6.8944,
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                                    7.0889,
                                    6.8944,
                                    6.8569,
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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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                                    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,
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                                "text": "2,014.00",
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                                    7.3125,
                                    7.0958,
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                                    6.7361,
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                        "text": "Tax Rate:",
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                            7.6278,
                            5.8083,
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                                "text": "Tax",
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                                    7.6278,
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                                "text": "Rate:",
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                                    5.8083,
                                    7.6278,
                                    5.8083,
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                                    7.7694
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                    },
                    {
                        "text": "8.75%",
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                            7.1278,
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                            7.7694
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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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                            5.8292,
                            7.95,
                            5.8292,
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                            8.0917
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                                "text": "Tax:",
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                                    5.8292,
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                                    5.6556,
                                    8.0917
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                        "text": "176.23",
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                            7.0833,
                            7.9556,
                            7.0833,
                            8.0917,
                            6.8,
                            8.0917
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                                "text": "176.23",
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                                    7.0833,
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                        "text": "Other:",
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                            5.6917,
                            8.2736,
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                        "text": "0",
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                                "text": "0",
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                            6.0028,
                            8.6097,
                            6.0028,
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                                "text": "Invoice",
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                                    8.6097,
                                    5.7347,
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                                    5.4292,
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                            {
                                "text": "Total:",
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                                    8.6097,
                                    6.0028,
                                    8.6097,
                                    6.0028,
                                    8.75,
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                        "text": "2,190.23",
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                            7.1097,
                            8.75,
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                            2.8611,
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Az egyéni példákat egy egyéni modell használatával nyerték ki, melyet minden űrlaptípushoz öt PDF-fájllal tanítottak be
Try it out
Layout

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

These are pre-trained models for common scenarios (IDs, receipts, invoices and more) that extract text, key value pairs and line items from documents.
További információ
Egyéni

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

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.
A Form Recognizer szolgáltatás a felhőtől a peremhálózatokig bárhol üzembe helyezhető

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

Make data-driven decisions by extracting data from documents and putting it into your data visualization service for analysis.
Intelligens keresőindexek létrehozása

A Form Recognizer az Azure Cognitive Search szolgáltatással való integrálásával könnyen megtalálhatja a keresett adatokat (például a kötelezettségeket) dokumentumaiban és űrlapjaiban.
Üzleti folyamatok automatizálása

Extract text, key-value pairs, tables, and structures from documents, and pipe them into your back-end systems to perform tasks such as claim, invoice, and receipt processing.
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 Cognitive 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

A Form Recognizer ingyenes és standard díjszabási lehetőségekkel biztosítja, hogy a manuális kinyerés árának töredékéért kinyerhetőek legyenek az értékes információk dokumentumokból.
A Form Recognizer díjszabásának megtekintése
Három lépésben megkezdheti a használatát

A Form Recognizert használhatja az Azure-fiókjával.
A Form Recognizer fel tudja tárni a kulcsokat, az értékeket és a táblázatokat.
Use simple REST API to extract data from your documents.
Dokumentáció és források

Az első lépések

Olvassa el dokumentációt
Végezze el a Microsoft Learn-tanfolyamot
Tanulmányozza kódmintáinkat

Tekintse meg a mintakódot
Customers and partners using Form Recognizer

A Zelros a Form Recognizer használatával nagyobb kapacitással és gyorsabban végez ügyfélszolgálati tevékenységet
A történet elolvasása
Az Automation Anywhere a Form Recognizer használatával segíti az Egyesült Királyság egészségügyi szolgáltatóját abban, hogy nagy méretekben is automatikusan feldolgozhassa az űrlapokat
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 – Form Recognizer

Az előzetes verziós Form Recognizer számos Azure-régióban elérhető, az elérhetőség pedig tovább bővül a közeljövőben.
A Form Recognizer nyomtatott és kézzel írott űrlapokat, PDF-fájlokat és képeket támogat.
Form Recognizer supports English, French, German, Italian, Spanish, Portuguese, Dutch, Chinese, Japanese, Korean and more. See full list here.
The custom option uses five samples to learn the structure of your documents and intelligently extract text and data tailored to them. The prebuilt option doesn't use samples—the model has already been trained and is ready to use off the shelf to extract key fields from specific document types.
Layout extracts text using high-definition optical character recognition (OCR) tailored for documents. It also extracts the structures of tables (row and column numbers), selection marks and more.
Ha készen áll, állítsa be ingyenes Azure-fiókját

Ingyenes kipróbálás