Form Recognizer

Servicio de extracción de documentos basado en inteligencia artificial que reconoce sus formularios

Extraiga texto y la estructura de los documentos con rapidez

Agilice sus procesos empresariales automatizando la extracción de información. Form Recognizer aplica aprendizaje automático avanzado para extraer con precisión texto, pares clave-valor y tablas de los documentos. Con solo algunos ejemplos, Form Recognizer adapta su capacidad de reconocimiento a sus documentos, tanto en el entorno local como en la nube. Convierta formularios en datos que puede utilizar en mucho menos tiempo y con un costo muy inferior para poder dedicar más tiempo a actuar en función de la información obtenida y no a recopilarla.

Extracción sencilla

Extraiga datos fácilmente y organice la información con las características pregenerada y personalizada, sin necesidad de etiquetado manual.

Resultados personalizados

Obtenga resultados que se ajusten a sus diseños con la extracción automática personalizada y mejórelos con la aportación humana.

Implementación flexible

Ingiera datos desde la nube hasta el perímetro y aplique índices de búsqueda, flujos de trabajo de automatización empresarial, etc.

Seguridad incorporada

Confíe en la seguridad de nivel empresarial y en la privacidad aplicada tanto a los datos como a los modelos de entrenamiento.

Extraiga texto y la estructura fácilmente con una API REST sencilla

Extraiga con precisión texto, pares clave-valor y tablas de documentos, formularios, recibos y tarjetas de presentación sin necesidad de etiquetado manual por tipo de documento ni un arduo trabajo de programación o mantenimiento. Use formularios personalizados, un modelo precompilado y API de diseño de Form Recognizer para extraer información de los documentos de una manera organizada.

Véala en acción

------------------------------

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

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    "status": "succeeded",
    "createdDateTime": "2020-01-06T22:51:40Z",
    "lastUpdatedDateTime": "2020-01-06T22:51:44Z",
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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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                            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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                                    2.7403,
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                                "text": "Data",
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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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                                    6.2514,
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                        "text": "Invoice 3-456-2 Data 10",
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                            3.0833,
                            6.1153,
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                            7.0889,
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                                    7.0889,
                                    6.2514,
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                                    1.6514,
                                    6.5736,
                                    1.3972,
                                    6.5736
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                        ]
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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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                            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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                                    7.0889,
                                    6.8944,
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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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                            7.0958,
                            7.3125,
                            7.0958,
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                            7.4486
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                                "text": "2,014.00",
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                                    7.3125,
                                    7.0958,
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                        ]
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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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                                    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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                                    7.6333,
                                    7.1278,
                                    7.6333,
                                    7.1278,
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                                    6.875,
                                    7.7694
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                        "text": "Sales Tax:",
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                            7.95,
                            5.8292,
                            7.95,
                            5.8292,
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                            8.0917
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                                "text": "Tax:",
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                                    7.95,
                                    5.8292,
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                                    5.6556,
                                    8.0917
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                    {
                        "text": "176.23",
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                            7.0833,
                            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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                                    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,
                                    5.7583,
                                    8.75
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                        "text": "2,190.23",
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                            8.6139,
                            7.1097,
                            8.75,
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                            2.8611,
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}

Los ejemplos personalizados se extrajeron usando un modelo personalizado entrenado con cinco archivos PDF de cada tipo de formulario.

¿Desea crear esto?

Layout

Detecta y extrae el texto y el diseño de los documentos (por ejemplo, tablas, casillas, objetos, etc.).

Más información

Precompilados

Se trata de modelos previamente entrenados para escenarios comunes que extraen texto, pares clave-valor y partidas de los documentos.

Más información

Personalizado

Este servicio personalizado le permite entrenar los modelos con sus propios datos para que aprendan la estructura de sus documentos de forma inteligente.

Más información

Personalice la extracción de formularios

Si trabaja con documentos que no tienen los formatos tradicionales, como material específico del sector, a menudo necesitará crear una solución propia. Las características de extracción personalizada de Form Recognizer le ayudan a superar este desafío con entrenamiento en sus propios datos basado en solo cinco documentos. No solo ofrece el resultado más confiable y adaptado a sus necesidades, sino que además puede proporcionar entradas propias para crear un modelo de alta precisión personalizado para sus formularios.

Aplique Form Recognizer en cualquier parte, desde la nube hasta el perímetro

Utilice reconocimiento de formularos en el perímetro, en el entorno local y en la nube con la funcionalidad de contenedores de Azure Cognitive Services. La arquitectura portátil se puede implementar directamente en Azure Kubernetes Service o Azure Container Instances, o bien en un clúster de Kubernetes implementado en Azure Stack. Después, utilice la interfaz de REST de Form Recognizer API para integrarlos en índices de Cognitive Search, automatizar procesos empresariales y crear flujos de trabajo personalizados para su negocio.

Más información

Analice los formularios y documentos

Extraiga datos de las tablas y formularios e inclúyalos en el servicio de visualización de datos para analizarlos y tomar decisiones basadas en los datos.

Cree índices de búsqueda inteligente

Encuentre información concreta en sus documentos y formularios de forma fácil, como el total de las cuentas por pagar, mediante la integración de Form Recognizer en Azure Cognitive Search.

Automatice los flujos empresariales

Extraiga texto, pares clave-valor y tablas de los formularios y recibos y canalícelos a sus sistemas de back-end para realizar tareas tales como el procesamiento de recibos, facturas y reclamaciones.

Privacidad y seguridad

  • Form Recognizer mantiene la privacidad de sus datos. Microsoft no utiliza el entrenamiento personalizado que se lleva a cabo en sus documentos para mejorar el modelo de Form Recognizer.
  • Usted controla sus datos. El uso de contenedores permite elegir dónde procesa los datos Form Recognizer, que aporta coherencia en entornos híbridos entre los datos, la administración, la identidad y la seguridad.
  • Form Recognizer forma parte de Azure Cognitive Services, que cuenta con el respaldo de la infraestructura y seguridad de nivel empresarial, la disponibilidad, el cumplimiento normativo y la facilidad de administración de Azure.

Procese documentos de manera rentable

Form Recognizer ofrece opciones de precios de los niveles Gratis y Estándar para extraer información importante de los documentos a un precio muy inferior al de la extracción manual.

Consulte los precios de Form Recognizer

Póngase en marcha con solo tres pasos

Utilice Form Recognizer con su cuenta de Azure.
Form Recognizer detecta claves, valores y tablas.

Use llamadas API REST sencillas para extraer los pares clave-valor y las tablas de sus formularios.

Documentación y aprendizaje

Documentación y guías de inicio rápido de cinco minutos para desarrolladores

Tutoriales, material de consulta de API y otros recursos muestran cómo automatizar el procesamiento de formularios para un gran número de escenarios.

Escenarios de implementación

Aprenda a integrar Form Recognizer en un índice de búsqueda inteligente, un sistema de automatización robótica de procesos (RPA) o una aplicación personalizada.

Comunidad y soporte técnico de Azure

Formule preguntas y obtenga soporte técnico de los ingenieros de Microsoft y expertos de la comunidad de Azure en el foro de MSDN y Stack Overflow, o bien en el Centro de conocimiento.

Clientes que utilizan Form Recognizer para transformar sus documentos

Zelros acelera la ingesta de datos para ofrecer un servicio de atención al cliente más rápido con Form Recognizer.

Leer el caso

Zelros

Automation Anywhere utiliza Form Recognizer para ayudar a los prestadores de asistencia sanitaria del Reino Unido a procesar los formularios clínicos de forma automática y a gran escala.

Leer el caso

Automation Anywhere

La plataforma RPA de UiPath está cambiando las reglas del juego con el procesamiento de grandes volúmenes de contenido basado en formularios de asociados de yacimientos petrolíferos.

Leer el caso

UiPath

Chevron está agilizando su acceso a datos coherentes y confiables con Form Recognizer.

Leer el caso

Chevron

La empresa de automatización robótica de procesos Blue Prism ayuda a sus clientes a ahorrar millones de dólares mediante la extracción inteligente de los datos.

Leer el caso

blueprism

Vea cómo Financial Fabric creó una solución de software como servicio (SaaS) usando Form Recognizer para procesar transacciones financieras.

Leer el caso

Financial Fabric

Preguntas más frecuentes sobre Form Recognizer

  • Form Recognizer, ahora en versión preliminar, está disponible en diversas regiones de Azure y, en un futuro próximo, se ampliará la disponibilidad.
  • Form Recognizer admite formularios impresos y escritos a mano, PDF e imágenes.
  • Form Recognizer está disponible en inglés, pero se irán agregando más idiomas.
  • La opción personalizada usa cinco muestras para conocer la estructura de sus formularios y extraer texto y datos adaptados a sus documentos de forma inteligente. La opción de modelo precompilado no utiliza ejemplos. El modelo ya está entrenado y listo para usarlo en la extracción de campos clave de tipos de documentos específicos. Las dos API precompiladas que están disponibles actualmente son de tarjeta de presentación precompilada y recibo precompilado.
  • La característica Diseño extrae texto usando reconocimiento óptico de caracteres (OCR) de alta definición adaptado a los documentos. También extrae estructuras de tablas (números de fila y de columna).

Cuando quiera, podemos configurar su cuenta gratuita de Azure