表单识别器

AI 驱动的文档提取服务,可理解表单

从文档中快速提取文本和结构

通过自动化信息提取,加速业务流程。表单识别器应用高级机器学习,准确地从文档中提取文本、键/值对和表格。只需几个示例,表单识别器就可以在本地和云端定制对文档的识别。表单到可用数据的转换时间和成本很低,因此你可以将更多时间集中在对信息的操作上,而不是信息编辑上。

简单提取

无需手动标记,轻松提取数据和组织信息。

定制的结果

即使在独特的布局中,也可以根据文档格式定制输出。

灵活的部署

将数据从云引入到边缘,并应用于搜索索引、业务自动化工作流等。

内置的安全性

依靠应用于你的数据和任何经训练的模型的企业级安全性和隐私。

使用简单的 REST API 轻松提取文本和结构

从文档、表单和收据中准确地提取文本、键/值对和表格,无需按文档类型进行手动标记,也无需密集编码或维护。表单识别器使用预先构建的非监督式学习组件来理解文档中字段和条目之间的布局和关系,有组织地提取信息。

在实际操作中查看

  1. 预览
  2. JSON

------

键值对

------

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

--

--

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

处理请求时出错,请重试。

{
    "documents": [
        {
            "dataRef": "c:\\FormRecognizer\\Data\\BlueInvoice.pdf",
            "pages": [
                {
                    "number": 1,
                    "height": 800,
                    "width": 593,
                    "clusterId": 0,
                    "keyValuePairs": [
                        {
                            "key": [
                                {
                                    "text": "Bill To:",
                                    "boundingBox": [
                                        98.4,
                                        657.9,
                                        121.1,
                                        657.9,
                                        121.1,
                                        647.9,
                                        98.4,
                                        647.9
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "Contoso, Ltd",
                                    "boundingBox": [
                                        148.9,
                                        657.7,
                                        186.4,
                                        657.7,
                                        186.4,
                                        647.9,
                                        148.9,
                                        647.9
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Phone:",
                                    "boundingBox": [
                                        264.6,
                                        657.9,
                                        287.9,
                                        657.9,
                                        287.9,
                                        647.9,
                                        264.6,
                                        647.9
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "432-555-0189",
                                    "boundingBox": [
                                        289.9,
                                        657.9,
                                        335.5,
                                        657.9,
                                        335.5,
                                        647.9,
                                        289.9,
                                        647.9
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Invoice #:",
                                    "boundingBox": [
                                        390.1,
                                        657.9,
                                        421.5,
                                        657.9,
                                        421.5,
                                        647.9,
                                        390.1,
                                        647.9
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "3-456-2",
                                    "boundingBox": [
                                        452.8,
                                        657.7,
                                        475.9,
                                        657.7,
                                        475.9,
                                        647.9,
                                        452.8,
                                        647.9
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Fax:",
                                    "boundingBox": [
                                        264.6,
                                        644.1,
                                        278.7,
                                        644.1,
                                        278.7,
                                        634.2,
                                        264.6,
                                        634.2
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "432-555-0123",
                                    "boundingBox": [
                                        289.0,
                                        644.1,
                                        334.5,
                                        644.1,
                                        334.5,
                                        634.2,
                                        289.0,
                                        634.2
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Invoice Date:",
                                    "boundingBox": [
                                        390.1,
                                        644.1,
                                        432.9,
                                        644.1,
                                        432.9,
                                        634.2,
                                        390.1,
                                        634.2
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "4/14/2019",
                                    "boundingBox": [
                                        452.8,
                                        644.0,
                                        484.5,
                                        644.0,
                                        484.5,
                                        634.2,
                                        452.8,
                                        634.2
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Email:",
                                    "boundingBox": [
                                        264.6,
                                        630.1,
                                        285.1,
                                        630.1,
                                        285.1,
                                        620.1,
                                        264.6,
                                        620.1
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "contoso@example.com",
                                    "boundingBox": [
                                        287.2,
                                        630.1,
                                        364.0,
                                        630.1,
                                        364.0,
                                        620.1,
                                        287.2,
                                        620.1
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Invoice For:",
                                    "boundingBox": [
                                        98.5,
                                        610.4,
                                        140.5,
                                        610.4,
                                        140.5,
                                        599.4,
                                        98.5,
                                        599.4
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "Project 2",
                                    "boundingBox": [
                                        142.8,
                                        610.4,
                                        174.6,
                                        610.4,
                                        174.6,
                                        599.4,
                                        142.8,
                                        599.4
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Invoice Subtotal:",
                                    "boundingBox": [
                                        390.0,
                                        265.8,
                                        441.5,
                                        265.8,
                                        441.5,
                                        255.7,
                                        390.0,
                                        255.7
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "2,014.00",
                                    "boundingBox": [
                                        485.0,
                                        265.5,
                                        510.9,
                                        265.5,
                                        510.9,
                                        255.7,
                                        485.0,
                                        255.7
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Tax Rate:",
                                    "boundingBox": [
                                        390.0,
                                        242.8,
                                        418.2,
                                        242.8,
                                        418.2,
                                        232.6,
                                        390.0,
                                        232.6
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "8.75%",
                                    "boundingBox": [
                                        495.0,
                                        242.4,
                                        513.2,
                                        242.4,
                                        513.2,
                                        232.6,
                                        495.0,
                                        232.6
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Sales Tax:",
                                    "boundingBox": [
                                        390.0,
                                        219.6,
                                        419.7,
                                        219.6,
                                        419.7,
                                        209.4,
                                        390.0,
                                        209.4
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "176.23",
                                    "boundingBox": [
                                        489.6,
                                        219.2,
                                        510.0,
                                        219.2,
                                        510.0,
                                        209.4,
                                        489.6,
                                        209.4
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Other:",
                                    "boundingBox": [
                                        390.0,
                                        196.3,
                                        409.8,
                                        196.3,
                                        409.8,
                                        186.2,
                                        390.0,
                                        186.2
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "0",
                                    "boundingBox": [
                                        509.5,
                                        196.0,
                                        513.2,
                                        196.0,
                                        513.2,
                                        186.2,
                                        509.5,
                                        186.2
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "Terms:",
                                    "boundingBox": [
                                        98.3,
                                        103.4,
                                        118.7,
                                        103.4,
                                        118.7,
                                        93.6,
                                        98.3,
                                        93.6
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "Total due in 90 days. Overdue accounts subject to a service charge of 3% per month.",
                                    "boundingBox": [
                                        125.4,
                                        103.4,
                                        375.9,
                                        103.4,
                                        375.9,
                                        93.6,
                                        125.4,
                                        93.6
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        },
                        {
                            "key": [
                                {
                                    "text": "TOTAL:",
                                    "boundingBox": [
                                        390.0,
                                        173.3,
                                        411.7,
                                        173.3,
                                        411.7,
                                        163.1,
                                        390.0,
                                        163.1
                                    ]
                                }
                            ],
                            "value": [
                                {
                                    "text": "2,190.23",
                                    "boundingBox": [
                                        485.0,
                                        172.9,
                                        510.9,
                                        172.9,
                                        510.9,
                                        163.1,
                                        485.0,
                                        163.1
                                    ],
                                    "confidence": 1.0
                                }
                            ]
                        }
                    ],
                    "tables": [
                        {
                            "id": "table_0",
                            "columns": [
                                {
                                    "header": [
                                        {
                                            "text": "Item #",
                                            "boundingBox": [
                                                98.6,
                                                584.7,
                                                124.7,
                                                584.7,
                                                124.7,
                                                571.9,
                                                98.6,
                                                571.9
                                            ]
                                        }
                                    ],
                                    "entries": [
                                        [
                                            {
                                                "text": "Z4567",
                                                "boundingBox": [
                                                    100.6,
                                                    560.1,
                                                    118.9,
                                                    560.1,
                                                    118.9,
                                                    550.3,
                                                    100.6,
                                                    550.3
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4568",
                                                "boundingBox": [
                                                    100.6,
                                                    537.0,
                                                    118.9,
                                                    537.0,
                                                    118.9,
                                                    527.2,
                                                    100.6,
                                                    527.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4569",
                                                "boundingBox": [
                                                    100.6,
                                                    513.8,
                                                    118.9,
                                                    513.8,
                                                    118.9,
                                                    504.0,
                                                    100.6,
                                                    504.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4570",
                                                "boundingBox": [
                                                    100.6,
                                                    490.6,
                                                    118.9,
                                                    490.6,
                                                    118.9,
                                                    480.8,
                                                    100.6,
                                                    480.8
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4571",
                                                "boundingBox": [
                                                    100.6,
                                                    467.5,
                                                    118.9,
                                                    467.5,
                                                    118.9,
                                                    457.7,
                                                    100.6,
                                                    457.7
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4572",
                                                "boundingBox": [
                                                    100.6,
                                                    444.3,
                                                    118.9,
                                                    444.3,
                                                    118.9,
                                                    434.5,
                                                    100.6,
                                                    434.5
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4573",
                                                "boundingBox": [
                                                    100.6,
                                                    421.2,
                                                    118.9,
                                                    421.2,
                                                    118.9,
                                                    411.4,
                                                    100.6,
                                                    411.4
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4574",
                                                "boundingBox": [
                                                    100.6,
                                                    398.0,
                                                    118.9,
                                                    398.0,
                                                    118.9,
                                                    388.2,
                                                    100.6,
                                                    388.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4575",
                                                "boundingBox": [
                                                    100.6,
                                                    374.8,
                                                    118.9,
                                                    374.8,
                                                    118.9,
                                                    365.0,
                                                    100.6,
                                                    365.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4576",
                                                "boundingBox": [
                                                    100.6,
                                                    351.7,
                                                    118.9,
                                                    351.7,
                                                    118.9,
                                                    341.9,
                                                    100.6,
                                                    341.9
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4577",
                                                "boundingBox": [
                                                    100.6,
                                                    328.5,
                                                    118.9,
                                                    328.5,
                                                    118.9,
                                                    318.7,
                                                    100.6,
                                                    318.7
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Z4578",
                                                "boundingBox": [
                                                    100.6,
                                                    305.4,
                                                    118.9,
                                                    305.4,
                                                    118.9,
                                                    295.6,
                                                    100.6,
                                                    295.6
                                                ],
                                                "confidence": 1.0
                                            }
                                        ]
                                    ]
                                },
                                {
                                    "header": [
                                        {
                                            "text": "Description",
                                            "boundingBox": [
                                                149.3,
                                                584.7,
                                                195.9,
                                                584.7,
                                                195.9,
                                                571.9,
                                                149.3,
                                                571.9
                                            ]
                                        }
                                    ],
                                    "entries": [
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 1",
                                                "boundingBox": [
                                                    151.2,
                                                    560.1,
                                                    218.2,
                                                    560.1,
                                                    218.2,
                                                    550.3,
                                                    151.2,
                                                    550.3
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 2",
                                                "boundingBox": [
                                                    151.2,
                                                    537.0,
                                                    218.3,
                                                    537.0,
                                                    218.3,
                                                    527.2,
                                                    151.2,
                                                    527.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 3",
                                                "boundingBox": [
                                                    151.2,
                                                    513.8,
                                                    218.3,
                                                    513.8,
                                                    218.3,
                                                    504.0,
                                                    151.2,
                                                    504.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 4",
                                                "boundingBox": [
                                                    151.2,
                                                    490.6,
                                                    218.3,
                                                    490.6,
                                                    218.3,
                                                    480.8,
                                                    151.2,
                                                    480.8
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 5",
                                                "boundingBox": [
                                                    151.2,
                                                    467.5,
                                                    218.3,
                                                    467.5,
                                                    218.3,
                                                    457.7,
                                                    151.2,
                                                    457.7
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 6",
                                                "boundingBox": [
                                                    151.2,
                                                    444.3,
                                                    218.3,
                                                    444.3,
                                                    218.3,
                                                    434.5,
                                                    151.2,
                                                    434.5
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 7",
                                                "boundingBox": [
                                                    151.2,
                                                    421.2,
                                                    218.3,
                                                    421.2,
                                                    218.3,
                                                    411.4,
                                                    151.2,
                                                    411.4
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 8",
                                                "boundingBox": [
                                                    151.2,
                                                    398.0,
                                                    218.3,
                                                    398.0,
                                                    218.3,
                                                    388.2,
                                                    151.2,
                                                    388.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 9",
                                                "boundingBox": [
                                                    151.2,
                                                    374.8,
                                                    218.3,
                                                    374.8,
                                                    218.3,
                                                    365.0,
                                                    151.2,
                                                    365.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 10",
                                                "boundingBox": [
                                                    151.2,
                                                    351.7,
                                                    222.0,
                                                    351.7,
                                                    222.0,
                                                    341.9,
                                                    151.2,
                                                    341.9
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 11",
                                                "boundingBox": [
                                                    151.2,
                                                    328.5,
                                                    222.0,
                                                    328.5,
                                                    222.0,
                                                    318.7,
                                                    151.2,
                                                    318.7
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "Invoice 3-456-2 Data 12",
                                                "boundingBox": [
                                                    151.2,
                                                    305.4,
                                                    222.0,
                                                    305.4,
                                                    222.0,
                                                    295.6,
                                                    151.2,
                                                    295.6
                                                ],
                                                "confidence": 1.0
                                            }
                                        ]
                                    ]
                                },
                                {
                                    "header": [
                                        {
                                            "text": "Qty",
                                            "boundingBox": [
                                                264.8,
                                                584.7,
                                                279.5,
                                                584.7,
                                                279.5,
                                                571.9,
                                                264.8,
                                                571.9
                                            ]
                                        }
                                    ],
                                    "entries": [
                                        [
                                            {
                                                "text": "39",
                                                "boundingBox": [
                                                    314.6,
                                                    560.1,
                                                    322.1,
                                                    560.1,
                                                    322.1,
                                                    550.3,
                                                    314.6,
                                                    550.3
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "40",
                                                "boundingBox": [
                                                    314.6,
                                                    537.0,
                                                    322.1,
                                                    537.0,
                                                    322.1,
                                                    527.2,
                                                    314.6,
                                                    527.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "30",
                                                "boundingBox": [
                                                    314.7,
                                                    513.8,
                                                    322.1,
                                                    513.8,
                                                    322.1,
                                                    504.0,
                                                    314.7,
                                                    504.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "40",
                                                "boundingBox": [
                                                    314.7,
                                                    490.6,
                                                    322.1,
                                                    490.6,
                                                    322.1,
                                                    480.8,
                                                    314.7,
                                                    480.8
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "10",
                                                "boundingBox": [
                                                    314.7,
                                                    467.5,
                                                    322.1,
                                                    467.5,
                                                    322.1,
                                                    457.7,
                                                    314.7,
                                                    457.7
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "5",
                                                "boundingBox": [
                                                    318.4,
                                                    444.3,
                                                    322.1,
                                                    444.3,
                                                    322.1,
                                                    434.5,
                                                    318.4,
                                                    434.5
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "70",
                                                "boundingBox": [
                                                    314.6,
                                                    421.2,
                                                    322.1,
                                                    421.2,
                                                    322.1,
                                                    411.4,
                                                    314.6,
                                                    411.4
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "25",
                                                "boundingBox": [
                                                    314.6,
                                                    398.0,
                                                    322.1,
                                                    398.0,
                                                    322.1,
                                                    388.2,
                                                    314.6,
                                                    388.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "5",
                                                "boundingBox": [
                                                    318.4,
                                                    374.8,
                                                    322.1,
                                                    374.8,
                                                    322.1,
                                                    365.0,
                                                    318.4,
                                                    365.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "80",
                                                "boundingBox": [
                                                    314.6,
                                                    351.7,
                                                    322.1,
                                                    351.7,
                                                    322.1,
                                                    341.9,
                                                    314.6,
                                                    341.9
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "65",
                                                "boundingBox": [
                                                    314.6,
                                                    328.5,
                                                    322.1,
                                                    328.5,
                                                    322.1,
                                                    318.7,
                                                    314.6,
                                                    318.7
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "44",
                                                "boundingBox": [
                                                    314.6,
                                                    305.4,
                                                    322.1,
                                                    305.4,
                                                    322.1,
                                                    295.6,
                                                    314.6,
                                                    295.6
                                                ],
                                                "confidence": 1.0
                                            }
                                        ]
                                    ]
                                },
                                {
                                    "header": [
                                        {
                                            "text": "Unit Price",
                                            "boundingBox": [
                                                327.6,
                                                584.7,
                                                368.1,
                                                584.7,
                                                368.1,
                                                571.9,
                                                327.6,
                                                571.9
                                            ]
                                        }
                                    ],
                                    "entries": [
                                        [
                                            {
                                                "text": "5",
                                                "boundingBox": [
                                                    371.9,
                                                    560.1,
                                                    375.6,
                                                    560.1,
                                                    375.6,
                                                    550.3,
                                                    371.9,
                                                    550.3
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    560.1,
                                                    384.8,
                                                    560.1,
                                                    384.8,
                                                    550.3,
                                                    375.6,
                                                    550.3
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "4",
                                                "boundingBox": [
                                                    371.9,
                                                    537.0,
                                                    375.6,
                                                    537.0,
                                                    375.6,
                                                    527.2,
                                                    371.9,
                                                    527.2
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    537.0,
                                                    384.8,
                                                    537.0,
                                                    384.8,
                                                    527.2,
                                                    375.6,
                                                    527.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "6",
                                                "boundingBox": [
                                                    371.9,
                                                    513.8,
                                                    375.6,
                                                    513.8,
                                                    375.6,
                                                    504.0,
                                                    371.9,
                                                    504.0
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    513.8,
                                                    384.8,
                                                    513.8,
                                                    384.8,
                                                    504.0,
                                                    375.6,
                                                    504.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "7",
                                                "boundingBox": [
                                                    371.9,
                                                    490.6,
                                                    375.6,
                                                    490.6,
                                                    375.6,
                                                    480.8,
                                                    371.9,
                                                    480.8
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    490.6,
                                                    384.9,
                                                    490.6,
                                                    384.9,
                                                    480.8,
                                                    375.6,
                                                    480.8
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "4",
                                                "boundingBox": [
                                                    371.9,
                                                    467.5,
                                                    375.6,
                                                    467.5,
                                                    375.6,
                                                    457.7,
                                                    371.9,
                                                    457.7
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    467.5,
                                                    384.9,
                                                    467.5,
                                                    384.9,
                                                    457.7,
                                                    375.6,
                                                    457.7
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "8",
                                                "boundingBox": [
                                                    371.9,
                                                    444.3,
                                                    375.6,
                                                    444.3,
                                                    375.6,
                                                    434.5,
                                                    371.9,
                                                    434.5
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    444.3,
                                                    384.8,
                                                    444.3,
                                                    384.8,
                                                    434.5,
                                                    375.6,
                                                    434.5
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "6",
                                                "boundingBox": [
                                                    371.9,
                                                    421.2,
                                                    375.6,
                                                    421.2,
                                                    375.6,
                                                    411.4,
                                                    371.9,
                                                    411.4
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    421.2,
                                                    384.8,
                                                    421.2,
                                                    384.8,
                                                    411.4,
                                                    375.6,
                                                    411.4
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "4",
                                                "boundingBox": [
                                                    371.9,
                                                    398.0,
                                                    375.6,
                                                    398.0,
                                                    375.6,
                                                    388.2,
                                                    371.9,
                                                    388.2
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    398.0,
                                                    384.8,
                                                    398.0,
                                                    384.8,
                                                    388.2,
                                                    375.6,
                                                    388.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "7",
                                                "boundingBox": [
                                                    371.9,
                                                    374.8,
                                                    375.6,
                                                    374.8,
                                                    375.6,
                                                    365.0,
                                                    371.9,
                                                    365.0
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    374.8,
                                                    384.8,
                                                    374.8,
                                                    384.8,
                                                    365.0,
                                                    375.6,
                                                    365.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "1",
                                                "boundingBox": [
                                                    371.9,
                                                    351.7,
                                                    375.6,
                                                    351.7,
                                                    375.6,
                                                    341.9,
                                                    371.9,
                                                    341.9
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    351.7,
                                                    384.8,
                                                    351.7,
                                                    384.8,
                                                    341.9,
                                                    375.6,
                                                    341.9
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "7",
                                                "boundingBox": [
                                                    371.9,
                                                    328.5,
                                                    375.6,
                                                    328.5,
                                                    375.6,
                                                    318.7,
                                                    371.9,
                                                    318.7
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    328.5,
                                                    384.8,
                                                    328.5,
                                                    384.8,
                                                    318.7,
                                                    375.6,
                                                    318.7
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "1",
                                                "boundingBox": [
                                                    371.9,
                                                    305.4,
                                                    375.6,
                                                    305.4,
                                                    375.6,
                                                    295.6,
                                                    371.9,
                                                    295.6
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    375.6,
                                                    305.4,
                                                    384.8,
                                                    305.4,
                                                    384.8,
                                                    295.6,
                                                    375.6,
                                                    295.6
                                                ],
                                                "confidence": 1.0
                                            }
                                        ]
                                    ]
                                },
                                {
                                    "header": [
                                        {
                                            "text": "Discount",
                                            "boundingBox": [
                                                390.3,
                                                584.7,
                                                426.5,
                                                584.7,
                                                426.5,
                                                571.9,
                                                390.3,
                                                571.9
                                            ]
                                        }
                                    ],
                                    "entries": [
                                        [
                                            {
                                                "text": "__emptycell__",
                                                "boundingBox": [
                                                    388.0,
                                                    566.0,
                                                    451.0,
                                                    566.0,
                                                    451.0,
                                                    543.0,
                                                    388.0,
                                                    543.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "5",
                                                "boundingBox": [
                                                    434.7,
                                                    537.0,
                                                    438.4,
                                                    537.0,
                                                    438.4,
                                                    527.2,
                                                    434.7,
                                                    527.2
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    438.4,
                                                    537.0,
                                                    447.6,
                                                    537.0,
                                                    447.6,
                                                    527.2,
                                                    438.4,
                                                    527.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "7",
                                                "boundingBox": [
                                                    434.7,
                                                    513.8,
                                                    438.4,
                                                    513.8,
                                                    438.4,
                                                    504.0,
                                                    434.7,
                                                    504.0
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    438.4,
                                                    513.8,
                                                    447.6,
                                                    513.8,
                                                    447.6,
                                                    504.0,
                                                    438.4,
                                                    504.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "__emptycell__",
                                                "boundingBox": [
                                                    388.0,
                                                    497.0,
                                                    451.0,
                                                    497.0,
                                                    451.0,
                                                    474.0,
                                                    388.0,
                                                    474.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "__emptycell__",
                                                "boundingBox": [
                                                    388.0,
                                                    474.0,
                                                    451.0,
                                                    474.0,
                                                    451.0,
                                                    450.0,
                                                    388.0,
                                                    450.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "__emptycell__",
                                                "boundingBox": [
                                                    388.0,
                                                    450.0,
                                                    451.0,
                                                    450.0,
                                                    451.0,
                                                    427.0,
                                                    388.0,
                                                    427.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "__emptycell__",
                                                "boundingBox": [
                                                    388.0,
                                                    427.0,
                                                    451.0,
                                                    427.0,
                                                    451.0,
                                                    404.0,
                                                    388.0,
                                                    404.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "__emptycell__",
                                                "boundingBox": [
                                                    388.0,
                                                    404.0,
                                                    451.0,
                                                    404.0,
                                                    451.0,
                                                    381.0,
                                                    388.0,
                                                    381.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "3",
                                                "boundingBox": [
                                                    434.6,
                                                    374.8,
                                                    438.4,
                                                    374.8,
                                                    438.4,
                                                    365.0,
                                                    434.6,
                                                    365.0
                                                ],
                                                "confidence": 1.0
                                            },
                                            {
                                                "text": ".00",
                                                "boundingBox": [
                                                    438.4,
                                                    374.8,
                                                    447.6,
                                                    374.8,
                                                    447.6,
                                                    365.0,
                                                    438.4,
                                                    365.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "__emptycell__",
                                                "boundingBox": [
                                                    388.0,
                                                    358.0,
                                                    451.0,
                                                    358.0,
                                                    451.0,
                                                    334.0,
                                                    388.0,
                                                    334.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "__emptycell__",
                                                "boundingBox": [
                                                    388.0,
                                                    334.0,
                                                    451.0,
                                                    334.0,
                                                    451.0,
                                                    311.0,
                                                    388.0,
                                                    311.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "__emptycell__",
                                                "boundingBox": [
                                                    388.0,
                                                    311.0,
                                                    451.0,
                                                    311.0,
                                                    451.0,
                                                    288.0,
                                                    388.0,
                                                    288.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ]
                                    ]
                                },
                                {
                                    "header": [
                                        {
                                            "text": "Price",
                                            "boundingBox": [
                                                453.1,
                                                584.7,
                                                474.4,
                                                584.7,
                                                474.4,
                                                571.9,
                                                453.1,
                                                571.9
                                            ]
                                        }
                                    ],
                                    "entries": [
                                        [
                                            {
                                                "text": "195.00",
                                                "boundingBox": [
                                                    490.0,
                                                    560.1,
                                                    510.3,
                                                    560.1,
                                                    510.3,
                                                    550.3,
                                                    490.0,
                                                    550.3
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "155.00",
                                                "boundingBox": [
                                                    490.0,
                                                    537.0,
                                                    510.4,
                                                    537.0,
                                                    510.4,
                                                    527.2,
                                                    490.0,
                                                    527.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "173.00",
                                                "boundingBox": [
                                                    490.0,
                                                    513.8,
                                                    510.4,
                                                    513.8,
                                                    510.4,
                                                    504.0,
                                                    490.0,
                                                    504.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "280.00",
                                                "boundingBox": [
                                                    490.0,
                                                    490.6,
                                                    510.4,
                                                    490.6,
                                                    510.4,
                                                    480.8,
                                                    490.0,
                                                    480.8
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "40.00",
                                                "boundingBox": [
                                                    493.7,
                                                    467.5,
                                                    510.4,
                                                    467.5,
                                                    510.4,
                                                    457.7,
                                                    493.7,
                                                    457.7
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "40.00",
                                                "boundingBox": [
                                                    493.7,
                                                    444.3,
                                                    510.4,
                                                    444.3,
                                                    510.4,
                                                    434.5,
                                                    493.7,
                                                    434.5
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "420.00",
                                                "boundingBox": [
                                                    490.0,
                                                    421.2,
                                                    510.4,
                                                    421.2,
                                                    510.4,
                                                    411.4,
                                                    490.0,
                                                    411.4
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "100.00",
                                                "boundingBox": [
                                                    490.0,
                                                    398.0,
                                                    510.4,
                                                    398.0,
                                                    510.4,
                                                    388.2,
                                                    490.0,
                                                    388.2
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "32.00",
                                                "boundingBox": [
                                                    493.7,
                                                    374.8,
                                                    510.4,
                                                    374.8,
                                                    510.4,
                                                    365.0,
                                                    493.7,
                                                    365.0
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "80.00",
                                                "boundingBox": [
                                                    493.7,
                                                    351.7,
                                                    510.4,
                                                    351.7,
                                                    510.4,
                                                    341.9,
                                                    493.7,
                                                    341.9
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "455.00",
                                                "boundingBox": [
                                                    490.0,
                                                    328.5,
                                                    510.4,
                                                    328.5,
                                                    510.4,
                                                    318.7,
                                                    490.0,
                                                    318.7
                                                ],
                                                "confidence": 1.0
                                            }
                                        ],
                                        [
                                            {
                                                "text": "44.00",
                                                "boundingBox": [
                                                    493.7,
                                                    305.4,
                                                    510.4,
                                                    305.4,
                                                    510.4,
                                                    295.6,
                                                    493.7,
                                                    295.6
                                                ],
                                                "confidence": 1.0
                                            }
                                        ]
                                    ]
                                }
                            ]
                        }
                    ]
                }
            ]
        }
    ]
}

每个演示示例,针对每种表单类型,使用 5 个 PDF 文件进行训练

想要生成它?

将提取到表单这一操作进行自定义

预先训练的机器学习模型的准确度仅为标准化内容的水平。处理特定行业的材料等非传统格式的文档时,提取精度通常比较低。表单识别器仅需基于五个文档来训练你自己的数据,便可帮助你解决这个问题。其输出更可靠,且完全符合你的需求。

从云到边缘,随时随地应用表单识别器

通过 Azure 认知服务中的容器支持,识别边缘、本地和云中的表单。可直接将可移植体系结构部署到 Azure Kubernetes 服务Azure 容器实例,或到已部署到 Azure StackKubernetes 群集。使用表单识别器 API 的 REST 接口,集成到认知搜索索引中,自动化业务流程,并为业务创建自定义工作流。

了解更多

隐私和安全性

  • 表单识别器对数据保密。Microsoft 不会使用对你的文档执行的自定义训练来改进表单识别器模型。
  • 数据由你控制。使用容器选择表单识别器处理数据的位置,这样可在混合环境中提供一致的数据、管理、标识和安全性。
  • 表单识别器是 Azure 认知服务的一部分,由 Azure 最佳基础结构和企业级的安全性、可用性、合规性及可管理性提供支持。

经济高效地处理文档

表单识别器提供免费和标准的定价选项,以低价从文档中提取有价值的信息。

请查看表单识别器定价

从三个步骤开始

与我们联系,将表单识别器与 Azure 帐户配合使用。
上传五个示例表单,让表单识别器寻找键、值和表。
使用简单的 REST API 调用,从表单中提取键/值对和表格。

文档和训练

开发人员文档和 5 分钟快速入门

教程、API 参考和其他资源展示如何针对各种方案自动执行表单处理。

方案实现

了解如何将表单识别器集成到智能搜索索引、机器人过程自动化 (RPA) 系统或自定义应用程序中。

社区和 Azure 支持

MSDN 和 Stack Overflow 上,或通过知识中心,向 Microsoft 工程师和 Azure 社区专家提问并获取支持。

客户使用表单识别器转换文档

UiPath 的 RPA 平台正在改变游戏规则,该平台正在处理大量来自油田合作伙伴的基于表单的内容。

查看案例

UiPath

Chevron 正在通过表单识别器加速其对一致可靠的数据的访问。

查看案例

Chevron

Novinzio 发掘了更智能的方法来帮助客户提取数据。

查看案例

Novinzio

了解 Financial Fabric 如何使用表单识别器创建软件即服务 (SaaS) 解决方案,处理金融事务。

查看案例

Financial Fabric

有关 表单识别器 的常见问题解答

  • 表单识别器在美国西部 2 和欧洲西部提供,在不久的将来会不断扩展可用区域
  • 表单识别器支持打印的表单、PDF 和图像。
  • 表单识别器提供英语版,还将陆续提供其他语言版本。

准备就绪后,开始设置 Azure 免费帐户。

联系我们