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Reconhecedor de Formato do Azure
Reconhecedor de Formato do Azure

O serviço de extração de documentos com tecnologia de IA que compreende os seus documentos
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Extraia rapidamente texto e estrutura dos documentos

Acelere os seus processos de negócio, automatizando a extração de informações. O Reconhecedor de Formato aplica machine learning avançado para extrair com precisão texto, pares chave-valor, tabelas e estruturas de documentos. Com apenas alguns exemplos, pode ajustar o Reconhecedor de Formato para compreender os seus documentos, tanto no ambiente no local, como na cloud. Transforme documentos em dados utilizáveis a uma fração do tempo e do custo, para que possa dedicar mais tempo a agir com base nas informações do que a compilá-las.
Saiba mais sobre as novas funcionalidades do Reconhecedor de Formato
Simple text extraction

Extraia dados com facilidade e organize as informações com as funcionalidades pré-criadas e personalizadas, sem ser necessário qualquer identificação manual.
Resultados personalizados

Obtenha uma saída de dados adaptada aos seus esquemas com a extração personalizada automática e melhore-a com comentários feitos por pessoas.
Implementação flexível

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

Confie na privacidade e segurança de nível empresarial aplicadas aos seus dados e a todos os modelos preparados.
Extrai facilmente texto e estrutura, com uma API REST simples

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,
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                                    1.4542
                                ]
                            }
                        ]
                    },
                    {
                        "text": "Bill To:",
                        "boundingBox": [
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                            1.8625,
                            1.6819,
                            1.8625,
                            1.6819,
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                            2.0014
                        ],
                        "words": [
                            {
                                "text": "Bill",
                                "boundingBox": [
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                                    1.8625,
                                    1.5042,
                                    1.8625,
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                                    2.0014
                                ]
                            },
                            {
                                "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": [
                                    2.0681,
                                    1.8653,
                                    2.4347,
                                    1.8653,
                                    2.4347,
                                    2.0014,
                                    2.0681,
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                                ]
                            },
                            {
                                "text": "Ltd",
                                "boundingBox": [
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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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                                ]
                            }
                        ]
                    },
                    {
                        "text": "432-555-0189",
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                        "words": [
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                                "text": "432-555-0189",
                                "boundingBox": [
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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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                                    2.0542,
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                                ]
                            }
                        ]
                    },
                    {
                        "text": "432-555-0123",
                        "boundingBox": [
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                            {
                                "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",
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                                "text": "4/14/2019",
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                            }
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                    },
                    {
                        "text": "Email:",
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                                "text": "Email:",
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                            }
                        ]
                    },
                    {
                        "text": "contoso@example.com",
                        "boundingBox": [
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                    },
                    {
                        "text": "Invoice For:",
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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 #",
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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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                            {
                                "text": "Qty",
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                        ]
                    },
                    {
                        "text": "Unit Price",
                        "boundingBox": [
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                            {
                                "text": "Unit",
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                    },
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                        "text": "Discount",
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                                "text": "Discount",
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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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                        "words": [
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                                "text": "Invoice",
                                "boundingBox": [
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                                ]
                            },
                            {
                                "text": "3-456-2",
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                                    3.2208,
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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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                            {
                                "text": "5.00",
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                            }
                        ]
                    },
                    {
                        "text": "195.00",
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                        ]
                    },
                    {
                        "text": "Z4568",
                        "boundingBox": [
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                        ],
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                            7.0889,
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                                    7.0889,
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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,
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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,
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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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                                    6.2514
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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,
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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,
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                                "text": "Invoice",
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                                    2.3958,
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                            {
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                                    2.7403,
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                            7.0889,
                            6.5736,
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                                    6.5736,
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                                    6.8944,
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                    {
                        "text": "Invoice 3-456-2 Data 12",
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                            6.7583,
                            3.0833,
                            6.7583,
                            3.0833,
                            6.8944,
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                                    6.7583,
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                                    2.7403,
                                    6.8944,
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                            },
                            {
                                "text": "Data",
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                                    6.7583,
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                                    6.8944,
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                            4.4736,
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                                    4.4736,
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                                    7.0889,
                                    6.8944,
                                    6.8569,
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                        ]
                    },
                    {
                        "text": "Invoice Subtotal:",
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                                "text": "Subtotal:",
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                                    7.3083,
                                    6.1319,
                                    7.4486,
                                    5.7444,
                                    7.4486
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                        ]
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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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                                    7.0958,
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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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                                    7.6278,
                                    5.8083,
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                    {
                        "text": "8.75%",
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                                    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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                                    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,
                            8.0917,
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                            8.0917
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                                "text": "176.23",
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                        "text": "Other:",
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                            5.6917,
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                        "text": "0",
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                            6.0028,
                            8.6097,
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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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}
Foram extraídos exemplos personalizados através de um modelo personalizado preparado com cinco ficheiros PDF de cada tipo de formulário
Experimentar
Esquema

Detects and extracts text and layout of documents, like tables, check boxes, and objects.
Saiba mais
Pré-criados

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

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

Quando trabalha com documentos que se afastam dos formatos tradicionais, como materiais específicos do setor, muitas vezes precisa de criar a sua própria solução. As capacidades de extração personalizadas do Reconhecedor de Formato ajudam a ultrapassar este desafio ao fazer a preparação nos seus próprios dados com base em apenas cinco documentos. A primeira saída de dados não só é mais fiável e adaptada às suas necessidades como também pode fornecer comentários humanos para criar um modelo personalizado de elevado grau de precisão para os seus formulários.
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.
Saiba mais
Analise formulários e documentos

Tome decisões orientadas por dados ao extraí-los de documentos e enviá-los para análise no seu serviço de visualização de dados.
Crie índices de pesquisa inteligentes

Easily find specific information in your documents and forms, such as total accounts payable, by integrating Azure Form Recognizer with Azure Applied AI Search.
Automatize os fluxos de trabalho empresariais

Extraia texto, pares chave-valor, tabelas e estruturas de documentos e envie-os para os seus sistemas de back-end a fim de realizar tarefas como processamento de reclamações, faturas e recibos.
Privacidade e segurança

O Reconhecedor de Formato mantém os seus dados privados. A preparação personalizada realizada nos seus documentos não é utilizada pela Microsoft para melhorar o modelo do Reconhecedor de Formato.
O controlo dos seus dados é seu. Com contentores, pode escolher o local onde o Reconhecedor de Formato processa os seus dados, apoiando a consistência em ambientes híbridos nos dados, gestão, identidade e segurança.
Azure Form Recognizer is part of Azure Applied AI Services, backed by Azure infrastructure and enterprise-grade security, availability, compliance, and manageability.
Saiba mais sobre a segurança no Azure
Processe documentos de forma rentável

Choose from free and standard pricing options to extract valuable information from documents at a fraction of the price of manual extraction.
Consulte os preços do Reconhecedor de Formato
Comece em três passos

Use Azure Form Recognizer with your Azure account.
O Reconhecedor de Formato descobre as chaves, os valores e as tabelas.
Utilize a API REST simples para extrair dados dos seus documentos.
Documentação e recursos

Começar

Browse documentation
Take the receipt analysis Microsoft Learn course
Explore os exemplos de código

Check out the sample code
Clientes e parceiros que utilizam o Reconhecedor de Formato

O Zelros acelera a integração para um suporte ao cliente mais rápido com o Reconhecedor de Formato
Leia a história
Automation Anywhere uses Azure Form Recognizer to support UK healthcare provider's COVID-19 response.
Leia a história
A plataforma de RPA da UiPath está a mudar o panorama ao processar grandes volumes de conteúdo baseado em formulários de parceiros do setor petrolífero.
Leia a história
A Chevron está a acelerar o acesso a dados consistentes e fiáveis com o Reconhecedor de Formato.
Leia a história
A Blue Prism, uma empresa de automatização de processos robóticos, poupa milhões de dólares aos clientes com a extração de dados inteligente.
Leia a história
Saiba como a Financial Fabric criou uma solução de software como serviço (SaaS) com o Reconhecedor de Formato para processar transações financeiras.
Leia a história
Perguntas mais frequentes sobre o Reconhecedor de Formato do Azure

Check Azure Form Recognizer availability.
O Reconhecedor de Formato suporta formulários impressos e manuscritos, PDFs e imagens.
Azure Form Recognizer supports multiple languages including English, French, German, Italian, Spanish, Portuguese, Dutch, Chinese, Japanese, and Korean. See full list here.
A opção personalizada utiliza cinco exemplos para se familiarizar com a estrutura dos seus documentos e extrair texto e dados personalizados para os seus documentos de forma inteligente. A opção pré-criada não utiliza exemplos. O modelo já foi preparado e está pronto a ser utilizado para extrair os campos-chave de tipos de documentos específicos.
O esquema extrai texto através de reconhecimento ótico de carateres (OCR) de alta definição adaptado a documentos. Também extrai as estruturas de tabelas (números de linhas e colunas), marcas de seleção e mais.
Estamos prontos para começar. Vamos configurar a sua conta gratuita do Azure

Iniciar gratuitamente