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Reconhecedor de Formato
Reconhecedor de Formato

The AI-powered document extraction service that understands your documents
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Extraia rapidamente texto e estrutura dos documentos

Accelerate your business processes by automating information extraction. Form Recognizer applies advanced machine learning to accurately extract text, key/value pairs, and tables from documents. With just a few samples, Form Recognizer tailors its understanding to 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.
Extração simples

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

Faça a ingestão de dados desde a cloud à periferia e aplique a índices de pesquisa, fluxos de trabalho de automatização de negócios e muito mais.
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

Extraia texto, pares chave-valor e tabelas com precisão de documentos, formulários, recibos e cartões de visita sem identificação manual por tipo de documento, manutenção ou codificação intensiva. Utilize formulários personalizados e APIs pré-criadas e de esquema do Reconhecedor de Formato para extrair informações dos seus documentos de forma organizada.
Veja-o em ação

------------------------------
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",
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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,
                            3.0319,
                            5.4722,
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                                    5.3444,
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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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                            7.0889,
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                                "text": "32.00",
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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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                            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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                                    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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                                    2.3958,
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                            {
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                                    2.7403,
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                            7.0889,
                            6.5736,
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                                    7.0889,
                                    6.5736,
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                                    1.6514,
                                    6.8944,
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                        ]
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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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                                "text": "Invoice",
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                                    6.7583,
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                                "text": "3-456-2",
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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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                                    6.7583,
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                                    6.8944,
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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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                                    5.7208,
                                    7.4486,
                                    5.4167,
                                    7.4486
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                            {
                                "text": "Subtotal:",
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                                    5.7444,
                                    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,
                            7.4486,
                            6.7361,
                            7.4486
                        ],
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                            {
                                "text": "2,014.00",
                                "boundingBox": [
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                                    7.3125,
                                    7.0958,
                                    7.3125,
                                    7.0958,
                                    7.4486,
                                    6.7361,
                                    7.4486
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                            }
                        ]
                    },
                    {
                        "text": "Tax Rate:",
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                            5.4167,
                            7.6278,
                            5.8083,
                            7.6278,
                            5.8083,
                            7.7694,
                            5.4167,
                            7.7694
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                            {
                                "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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                            5.4167,
                            7.95,
                            5.8292,
                            7.95,
                            5.8292,
                            8.0917,
                            5.4167,
                            8.0917
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                                    7.95,
                                    5.6319,
                                    7.95,
                                    5.6319,
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                                    5.4167,
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                            {
                                "text": "Tax:",
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                                    7.95,
                                    5.8292,
                                    7.95,
                                    5.8292,
                                    8.0917,
                                    5.6556,
                                    8.0917
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                            }
                        ]
                    },
                    {
                        "text": "176.23",
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                            7.9556,
                            7.0833,
                            7.9556,
                            7.0833,
                            8.0917,
                            6.8,
                            8.0917
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                            {
                                "text": "176.23",
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                                    7.9556,
                                    7.0833,
                                    7.9556,
                                    7.0833,
                                    8.0917,
                                    6.8,
                                    8.0917
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                    {
                        "text": "Other:",
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                            5.6917,
                            8.2736,
                            5.6917,
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                            8.4139
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                                "text": "Other:",
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                                    5.4167,
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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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                                "text": "0",
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                                    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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                            {
                                "text": "Invoice",
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                                    8.6097,
                                    5.7347,
                                    8.6097,
                                    5.7347,
                                    8.75,
                                    5.4292,
                                    8.75
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                            {
                                "text": "Total:",
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                                    8.6097,
                                    6.0028,
                                    8.6097,
                                    6.0028,
                                    8.75,
                                    5.7583,
                                    8.75
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                            }
                        ]
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                    {
                        "text": "2,190.23",
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                            8.6139,
                            7.1097,
                            8.6139,
                            7.1097,
                            8.75,
                            6.7486,
                            8.75
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                                "text": "2,190.23",
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                                    8.6139,
                                    7.1097,
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                                    8.75,
                                    6.7486,
                                    8.75
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                            9.4236,
                            2.8611,
                            9.4236,
                            2.8611,
                            9.5597,
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                            9.5597
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                                "text": "Make",
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                                    1.5972,
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                                "text": "payable",
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                                    2.4708,
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Foram extraídos exemplos personalizados através de um modelo personalizado preparado com cinco ficheiros PDF de cada tipo de formulário
Quer criá-la
Documentação
Esquema

Deteta e extrai texto e o esquema de documentos (por exemplo, tabelas, caixas de verificação, objetos, etc.).
Learn more
Pré-criados

Trata-se de modelos pré-preparados para cenários comuns que extraem texto, pares chave-valor e itens de linha a partir de documentos.
Learn more
Personalizados

Este serviço personalizado permite-lhe preparar com base nos seus próprios dados para aprender a estrutura dos seus documentos de forma inteligente.
Learn more
Personalize a extração de acordo com os seus formulários

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.
Aplique o Reconhecedor de Formato em qualquer lugar, desde a cloud à periferia

Reconheça formulários na periferia, no local e na cloud com o suporte de contentores nos Serviços Cognitivos do Azure. A arquitetura portátil pode ser implementada diretamente no Azure Kubernetes Service ou no Azure Container Instances, ou num cluster do Kubernetes implementado no Azure Stack. Utilize a interface REST da API Reconhecedor de Formato para integrá-la posteriormente nos índices de pesquisa cognitiva, automatize processos empresariais e crie fluxos de trabalho personalizados para o seu negócio.
Learn more
Analise formulários e documentos

Tome decisões baseadas em dados ao extraí-los de tabelas e formulários e colocá-los no seu serviço de visualização de dados para análise.
Crie índices de pesquisa inteligentes

Localize facilmente informações específicas nos seus documentos e formulários, como o total de faturas a pagamento, ao integrar o Reconhecedor de Formato com o Azure Cognitive Search.
Automatize os fluxos de trabalho empresariais

Extraia texto, pares chave-valor e tabelas de formulários e recibos, e envie-os para os seus sistemas 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.
O Reconhecedor de Formato faz parte dos Serviços Cognitivos do Azure, apoiado pela infraestrutura e segurança, disponibilidade, conformidade e capacidade de gestão de nível empresarial do Azure.
Learn more about security on Azure
Processe documentos de forma rentável

O Reconhecedor de Formato oferece as opções de preços gratuito e padrão para extrair informações importantes dos documentos a uma fração do preço da extração manual.
Consulte os preços do Reconhecedor de Formato
Comece em três passos

Utilize o Reconhecedor de Formato com a sua conta do Azure.
O Reconhecedor de Formato descobre as chaves, os valores e as tabelas.
Utilize chamadas à API REST simples para extrair os pares chave-valor e as tabelas dos seus formulários.
Documentação e recursos

Get started

Leia a nossa documentação
Fazer o curso do Microsoft Learn
Explore os exemplos de código

Veja o nosso código de exemplo
Clientes que utilizam o Reconhecedor de Formato para transformar os seus documentos

O Zelros acelera a integração para um suporte ao cliente mais rápido com o Reconhecedor de Formato
Leia a história
O Automation Anywhere utiliza o Reconhecedor de Formato para suportar os formulários clínicos dos processos do UK Healthcare automaticamente e em escala
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

O Reconhecedor de Formato, agora disponível em modo de pré-visualização, está disponível em várias regiões do Azure, estando a expansão da disponibilidade prevista a curto prazo.
O Reconhecedor de Formato suporta formulários impressos e manuscritos, PDFs e imagens.
O Reconhecedor de Formato está disponível em inglês e a disponibilidade de mais idiomas está a aumentar.
A opção personalizada utiliza cinco exemplos para se familiarizar com a estrutura dos seus formulários 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. As duas APIs pré-criadas atualmente disponíveis são Cartão de Visita Pré-criado e Recibo Pré-criado.
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 linha e coluna).
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