表單辨識器- 自動化資料處理系統 - Microsoft Azure
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Azure 表格辨識器. 具AI 功能的文件擷取服務,能夠理解您的表單. 免費試用Azure · 已在使用Azure?立即免費試用此服務. 產品概觀; 功能; 安全性; 定價; 開始使用; 文件 ...
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Azure表格辨識器
Azure表格辨識器
具AI功能的文件擷取服務,能夠理解您的表單
免費試用Azure
已在使用Azure?立即免費試用此服務
產品概觀
功能
安全性
定價
開始使用
文件
客戶案例
常見問題集
其他
免費帳戶
快速從文件擷取文件及結構
透過自動化資訊擷取,加速您的商務程序。
Azure表格辨識器應用先進的機器學習,可從文件中準確擷取文字、索引鍵-值組、表格和結構。
只需幾個樣本,就可以定制Azure表格辨識器來理解本機與雲端中的文件。
只需花一點時間和成本,即可將文件轉換為可用資料。
如此一來,您可將投入更多精力在處理資訊上,而非編譯資訊。
簡單文字擷取
透過預建和自訂功能輕鬆提取資料及組織資訊,而不必手動加上標籤。
自訂的結果
透過自動的自訂擷取,取得符合版面配置的輸出,再根據人們的意見反應來改善。
彈性部署
從雲端或在邊緣內嵌資料,然後套用至搜尋索引、商業自動化工作流程等。
內建安全性
仰賴同時套用到資料及任何受訓練模型的企業級安全性及隱私權。
AI是一個必需品,不是一個奢侈品,技術領袖如此說道。
閱讀部落格。
使用AI建置文件處理工作流程
了解如何透過使用Azure表格辨識器自動化文字撷取,加速商務程序。
本網路研討會提供關鍵用例(如文件處理、知識挖掘和產業特定的人工智慧模型自訂)的實作示範。
使用簡單的RESTAPI輕鬆擷取文字及結構
從文件、表單、收據、發票及名片,準確擷取文字、機碼值組及表格,無須依文件類型來手動標記,或是頻繁撰寫程式碼或維護。
使用Azure表格辨識器的自訂表單、預建和版面配置API,井然有序從文件擷取資訊。
請參閱下列範例
預覽
JSON
------------------------------
Key-valuepairs
------------------------------
BillTo:
Contoso,Ltd
Phone:
432-555-0189
Invoice#:
3-456-2
Fax:
432-555-0123
InvoiceDate:
4/14/2019
Email:
[email protected]
InvoiceFor:
Project2
InvoiceSubtotal:
2,014.00
TaxRate:
8.75%
SalesTax:
176.23
Other:
0
Terms:
Totalduein90days.Overdueaccountssubjecttoaservicechargeof3%permonth.
TOTAL:
2,190.23
------------
Tables
------------
table_0:
Item#:
Z4567,
Z4568,
Z4569,
Z4570,
Z4571,
Z4572,
Z4573,
Z4574,
Z4575,
Z4576,
Z4577,
Z4578
Description:
Invoice3-456-2Data1,
Invoice3-456-2Data2,
Invoice3-456-2Data3,
Invoice3-456-2Data4,
Invoice3-456-2Data5,
Invoice3-456-2Data6,
Invoice3-456-2Data7,
Invoice3-456-2Data8,
Invoice3-456-2Data9,
Invoice3-456-2Data10,
Invoice3-456-2Data11,
Invoice3-456-2Data12
Qty:
39,
40,
30,
40,
10,
5,
70,
25,
5,
80,
65,
44
UnitPrice:
5,
.00,
4,
.00,
6,
.00,
7,
.00,
4,
.00,
8,
.00,
6,
.00,
4,
.00,
7,
.00,
1,
.00,
7,
.00,
1
.00
Discount:
__emptycell__,
5,
.00,
7,
.00,
__emptycell__,
__emptycell__,
__emptycell__,
__emptycell__,
__emptycell__,
3,
.00,
__emptycell__,
__emptycell__,
__emptycell__
Price:
195.00,
155.00,
173.00,
280.00,
40.00,
40.00,
420.00,
100.00,
32.00,
80.00,
455.00,
44.00
{
"status":"succeeded",
"createdDateTime":"2020-01-06T22:51:40Z",
"lastUpdatedDateTime":"2020-01-06T22:51:44Z",
"analyzeResult":{
"version":"2.0.0",
"readResults":[
{
"page":1,
"angle":0,
"width":8.5,
"height":11.0,
"unit":"inch",
"lines":[
{
"text":"Contoso",
"boundingBox":[
1.5944,
1.1194,
2.5444,
1.1194,
2.5444,
1.4542,
1.5944,
1.4542
],
"words":[
{
"text":"Contoso",
"boundingBox":[
1.5944,
1.1194,
2.5444,
1.1194,
2.5444,
1.4542,
1.5944,
1.4542
]
}
]
},
{
"text":"BillTo:",
"boundingBox":[
1.3667,
1.8625,
1.6819,
1.8625,
1.6819,
2.0014,
1.3667,
2.0014
],
"words":[
{
"text":"Bill",
"boundingBox":[
1.3667,
1.8625,
1.5042,
1.8625,
1.5042,
2.0014,
1.3667,
2.0014
]
},
{
"text":"To:",
"boundingBox":[
1.5333,
1.8625,
1.6819,
1.8625,
1.6819,
2.0014,
1.5333,
2.0014
]
}
]
},
{
"text":"Contoso,Ltd",
"boundingBox":[
2.0681,
1.8653,
2.5889,
1.8653,
2.5889,
2.0014,
2.0681,
2.0014
],
"words":[
{
"text":"Contoso,",
"boundingBox":[
2.0681,
1.8653,
2.4347,
1.8653,
2.4347,
2.0014,
2.0681,
2.0014
]
},
{
"text":"Ltd",
"boundingBox":[
2.4583,
1.8653,
2.5889,
1.8653,
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2.0014,
2.4583,
2.0014
]
}
]
},
{
"text":"Phone:",
"boundingBox":[
3.675,
1.8625,
3.9986,
1.8625,
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2.0014,
3.675,
2.0014
],
"words":[
{
"text":"Phone:",
"boundingBox":[
3.675,
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3.675,
2.0014
]
}
]
},
{
"text":"432-555-0189",
"boundingBox":[
4.0264,
1.8625,
4.6597,
1.8625,
4.6597,
2.0014,
4.0264,
2.0014
],
"words":[
{
"text":"432-555-0189",
"boundingBox":[
4.0264,
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4.6597,
1.8625,
4.6597,
2.0014,
4.0264,
2.0014
]
}
]
},
{
"text":"Invoice#:",
"boundingBox":[
5.4181,
1.8625,
5.8542,
1.8625,
5.8542,
2.0014,
5.4181,
2.0014
],
"words":[
{
"text":"Invoice",
"boundingBox":[
5.4181,
1.8625,
5.7417,
1.8625,
5.7417,
2.0014,
5.4181,
2.0014
]
},
{
"text":"#:",
"boundingBox":[
5.7694,
1.8625,
5.8542,
1.8625,
5.8542,
2.0014,
5.7694,
2.0014
]
}
]
},
{
"text":"3-456-2",
"boundingBox":[
6.2889,
1.8653,
6.6097,
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2.0014,
6.2889,
2.0014
],
"words":[
{
"text":"3-456-2",
"boundingBox":[
6.2889,
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2.0014,
6.2889,
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]
}
]
},
{
"text":"Fax:",
"boundingBox":[
3.675,
2.0542,
3.8708,
2.0542,
3.8708,
2.1917,
3.675,
2.1917
],
"words":[
{
"text":"Fax:",
"boundingBox":[
3.675,
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3.8708,
2.0542,
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2.1917,
3.675,
2.1917
]
}
]
},
{
"text":"432-555-0123",
"boundingBox":[
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2.0542,
4.6458,
2.0542,
4.6458,
2.1917,
4.0139,
2.1917
],
"words":[
{
"text":"432-555-0123",
"boundingBox":[
4.0139,
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4.6458,
2.0542,
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4.0139,
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]
}
]
},
{
"text":"InvoiceDate:",
"boundingBox":[
5.4181,
2.0542,
6.0125,
2.0542,
6.0125,
2.1917,
5.4181,
2.1917
],
"words":[
{
"text":"Invoice",
"boundingBox":[
5.4181,
2.0542,
5.7417,
2.0542,
5.7417,
2.1917,
5.4181,
2.1917
]
},
{
"text":"Date:",
"boundingBox":[
5.7694,
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6.0125,
2.0542,
6.0125,
2.1917,
5.7694,
2.1917
]
}
]
},
{
"text":"4/14/2019",
"boundingBox":[
6.2889,
2.0556,
6.7292,
2.0556,
6.7292,
2.1917,
6.2889,
2.1917
],
"words":[
{
"text":"4/14/2019",
"boundingBox":[
6.2889,
2.0556,
6.7292,
2.0556,
6.7292,
2.1917,
6.2889,
2.1917
]
}
]
},
{
"text":"Email:",
"boundingBox":[
3.675,
2.2486,
3.9597,
2.2486,
3.9597,
2.3875,
3.675,
2.3875
],
"words":[
{
"text":"Email:",
"boundingBox":[
3.675,
2.2486,
3.9597,
2.2486,
3.9597,
2.3875,
3.675,
2.3875
]
}
]
},
{
"text":"[email protected]",
"boundingBox":[
3.9889,
2.2486,
5.0556,
2.2486,
5.0556,
2.3875,
3.9889,
2.3875
],
"words":[
{
"text":"[email protected]",
"boundingBox":[
3.9889,
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2.2486,
5.0556,
2.3875,
3.9889,
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]
}
]
},
{
"text":"InvoiceFor:",
"boundingBox":[
1.3681,
2.5222,
1.9514,
2.5222,
1.9514,
2.675,
1.3681,
2.675
],
"words":[
{
"text":"Invoice",
"boundingBox":[
1.3681,
2.5222,
1.7222,
2.5222,
1.7222,
2.675,
1.3681,
2.675
]
},
{
"text":"For:",
"boundingBox":[
1.7528,
2.5222,
1.9514,
2.5222,
1.9514,
2.675,
1.7528,
2.675
]
}
]
},
{
"text":"Project2",
"boundingBox":[
1.9833,
2.5222,
2.425,
2.5222,
2.425,
2.675,
1.9833,
2.675
],
"words":[
{
"text":"Project",
"boundingBox":[
1.9833,
2.5222,
2.3306,
2.5222,
2.3306,
2.675,
1.9833,
2.675
]
},
{
"text":"2",
"boundingBox":[
2.3625,
2.5222,
2.425,
2.5222,
2.425,
2.675,
2.3625,
2.675
]
}
]
},
{
"text":"Item#",
"boundingBox":[
1.3694,
2.8792,
1.7319,
2.8792,
1.7319,
3.0569,
1.3694,
3.0569
],
"words":[
{
"text":"Item",
"boundingBox":[
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2.8792,
1.6236,
2.8792,
1.6236,
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1.3694,
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]
},
{
"text":"#",
"boundingBox":[
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1.7319,
2.8792,
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1.6597,
3.0569
]
}
]
},
{
"text":"Description",
"boundingBox":[
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2.7208,
2.8792,
2.7208,
3.0569,
2.0736,
3.0569
],
"words":[
{
"text":"Description",
"boundingBox":[
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2.7208,
2.8792,
2.7208,
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2.0736,
3.0569
]
}
]
},
{
"text":"Qty",
"boundingBox":[
3.6778,
2.8792,
3.8819,
2.8792,
3.8819,
3.0569,
3.6778,
3.0569
],
"words":[
{
"text":"Qty",
"boundingBox":[
3.6778,
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3.8819,
2.8792,
3.8819,
3.0569,
3.6778,
3.0569
]
}
]
},
{
"text":"UnitPrice",
"boundingBox":[
4.55,
2.8792,
5.1125,
2.8792,
5.1125,
3.0569,
4.55,
3.0569
],
"words":[
{
"text":"Unit",
"boundingBox":[
4.55,
2.8792,
4.7792,
2.8792,
4.7792,
3.0569,
4.55,
3.0569
]
},
{
"text":"Price",
"boundingBox":[
4.8167,
2.8792,
5.1125,
2.8792,
5.1125,
3.0569,
4.8167,
3.0569
]
}
]
},
{
"text":"Discount",
"boundingBox":[
5.4208,
2.8792,
5.9236,
2.8792,
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3.0569,
5.4208,
3.0569
],
"words":[
{
"text":"Discount",
"boundingBox":[
5.4208,
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5.9236,
2.8792,
5.9236,
3.0569,
5.4208,
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]
}
]
},
{
"text":"Price",
"boundingBox":[
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6.5889,
2.8792,
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6.2931,
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],
"words":[
{
"text":"Price",
"boundingBox":[
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]
}
]
},
{
"text":"Z4567",
"boundingBox":[
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3.2208,
1.6514,
3.2208,
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1.3972,
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],
"words":[
{
"text":"Z4567",
"boundingBox":[
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]
}
]
},
{
"text":"Invoice3-456-2Data1",
"boundingBox":[
2.1,
3.2208,
3.0306,
3.2208,
3.0306,
3.3569,
2.1,
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],
"words":[
{
"text":"Invoice",
"boundingBox":[
2.1,
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3.2208,
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2.1,
3.3569
]
},
{
"text":"3-456-2",
"boundingBox":[
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3.2208,
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3.2208,
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]
},
{
"text":"Data",
"boundingBox":[
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3.2208,
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3.2208,
2.9569,
3.3569,
2.7625,
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]
},
{
"text":"1",
"boundingBox":[
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]
}
]
},
{
"text":"39",
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],
"words":[
{
"text":"39",
"boundingBox":[
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]
}
]
},
{
"text":"5.00",
"boundingBox":[
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],
"words":[
{
"text":"5.00",
"boundingBox":[
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]
}
]
},
{
"text":"195.00",
"boundingBox":[
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7.0875,
3.2208,
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6.8056,
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],
"words":[
{
"text":"195.00",
"boundingBox":[
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7.0875,
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7.0875,
3.3569,
6.8056,
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]
}
]
},
{
"text":"Z4568",
"boundingBox":[
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3.5417,
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3.6778,
1.3972,
3.6778
],
"words":[
{
"text":"Z4568",
"boundingBox":[
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3.6778,
1.3972,
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]
}
]
},
{
"text":"Invoice3-456-2Data2",
"boundingBox":[
2.1,
3.5417,
3.0319,
3.5417,
3.0319,
3.6778,
2.1,
3.6778
],
"words":[
{
"text":"Invoice",
"boundingBox":[
2.1,
3.5417,
2.3958,
3.5417,
2.3958,
3.6778,
2.1,
3.6778
]
},
{
"text":"3-456-2",
"boundingBox":[
2.4181,
3.5417,
2.7403,
3.5417,
2.7403,
3.6778,
2.4181,
3.6778
]
},
{
"text":"Data",
"boundingBox":[
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3.6778,
2.7639,
3.6778
]
},
{
"text":"2",
"boundingBox":[
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]
}
]
},
{
"text":"40",
"boundingBox":[
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4.4736,
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4.3694,
3.6778
],
"words":[
{
"text":"40",
"boundingBox":[
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4.4736,
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]
}
]
},
{
"text":"4.00",
"boundingBox":[
5.1653,
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5.3444,
3.6778,
5.1653,
3.6778
],
"words":[
{
"text":"4.00",
"boundingBox":[
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5.3444,
3.6778,
5.1653,
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]
}
]
},
{
"text":"5.00",
"boundingBox":[
6.0375,
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6.2167,
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6.0375,
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8.2736,
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7.1097,
8.6139,
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自訂範例是使用以五個不同表單類型之PDF檔案訓練的自訂模型來擷取
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深入了解
預建
這些預先定型的模型,適用於識別碼、收據和發票等一般情節,可從文件中擷取文字、機碼值組和明細項目。
深入了解
自訂
此自訂表單服務可讓您定型自己的資料,聰明學習文件的結構。
深入了解
按照表單自訂文字擷取
處理非傳統格式的檔案(如產業特定資料)時,通常需要自行建置解決方案。
Azure表格辨識器中的自訂擷取功可協助您克服這一挑戰。
其僅根據五個檔案,就可以訓練您的資料。
第一個輸出將更可靠,更適合您的需求。
它還可讓您提供人工輸入,以建立根據表單自訂的精確模型。
在雲端或邊緣,隨處套用Azure表格辨識器
利用Azure應用AI服務中的容器支援,在邊緣、內部部署及雲端辨識表單。
可攜式架構可以直接部署到AzureKubernetesService(AKS)或AzureContainerInstances,或是已部署到AzureStack的Kubernetes叢集。
接著,使用Azure表格辨識器API的REST介面,整合到Azure應用AI搜尋服務中、將商務程序自動化,以及為您的業務建立自訂工作流程。
深入了解
分析表單和文件
從文件擷取資料,並將其放入您的資料視覺效果服務進行分析,以制定資料驅動決策。
建立智慧型搜尋索引
整合Azure表格辨識器與Azure應用AI搜尋,輕鬆在文件和表單中尋找特定資訊,例如總應付帳款。
將商務工作流程自動化
從文件擷取文字、索引鍵/值組、表格及結構,並將其輸送到您的後端系統,以執行索賠、發票和收據處理等工作。
使用雲端AI服務來推動應用程式創新
了解貴組織開始使用AI以快速實現價值的重要5種方式。
閱讀報告
隱私權和安全性
Azure表格辨識器可保持資料的隱私性。
Microsoft不會擅用您對文件執行的自訂定型來改善Azure表格辨識器模型。
您擁有資料的掌控權。
您可以使用容器來選擇Azure表格辨識器在哪裡處理資料,因此,在混合式環境中,支援資料、管理、身分識別及安全性之間的一致性。
Azure表格辨識器是Azure應用AI服務的一部分,由Azure基礎結構所支援,提供企業級的安全性、可用性、合規性及管理性。
深入了解Azure的安全性
以符合成本效益的方式處理檔案
有免費和標準價格選項供您選擇,讓您以遠低於手動擷取的價格,從文件中擷取寶貴的資訊。
查看Azure表格辨識器價格
透過三大步驟開始使用
搭配Azure帳戶使用Azure表格辨識器。
Azure表格辨識器可探索機碼、值和表格。
使用簡單的RESTAPI從文件擷取資料。
文件與資源
開始使用
瀏覽文件
參加收據分析MicrosoftLearn課程
探索程式碼範例
查看範例程式碼
使用Azure表格辨識器的客戶和合作夥伴
Zelros利用Azure表格辨識器加快收件,提供更快速的客戶服務。
閱讀故事
AutomationAnywhere使用Azure表格辨識器來支援英國醫護人員的COVID-19對策。
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UiPath的RPA平台處理油田合作夥伴的大量表單式內容,扭轉局面。
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Chevron利用Azure表格辨識器,加速存取一致又可靠的資料。
閱讀故事
機器人流程自動化公司BluePrism透過智慧型資料擷取功能,為客戶省下數百萬美元。
閱讀故事
了解FinancialFabric如何使用Azure表格辨識器建立軟體即服務(SaaS)解決方案,以處理金融交易。
閱讀故事
Azure表格辨識器的常見問題集
我可以在哪裡取得?
檢查Azure表格辨識器可用性。
Azure表格辨識器能夠處理哪幾種文件?
此服務支援印刷和手寫表單、PDF及影像。
此服務支援哪些語言?
Azure表格辨識器支援多種語言,包括英文、法文、德文、義大利文、西班牙文、葡萄牙文、荷蘭文、中文、日文和韓文。
請參閱這裡的完整清單。
自訂功能與預建功能有何不同?
自訂選項使用五個範例來學習您的文件結構,並以智慧的方式擷取針對其量身打造的文字和資料。
預先建置的選項不會使用範例。
此模型已訓練,並準備就緒可供立即使用,以從特定文件類型中擷取索引鍵欄位。
Azure表格辨識器的版面配置功能是什麼?
版面配置功能會使用文件適用的高解析光學字元辨識(OCR)技術來擷取文字,也會擷取資料表(資料列和資料行序號)、選取標示等等的結構。
當您一切就緒時,就能開始設定Azure免費帳戶
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