Amazon 文本数据提取服务-Textract

Amazon 文本数据提取服务-Textract

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【更新时间: 2024.06.18】 Amazon Textract是一种机器学习服务,能够自动从扫描的文档中提取文本、手写内容、布局元素和数据。它超越了传统的光学字符识别,能够识别、理解和提取文档中的特定数据。Textract文本提取器支持多种文档格式。
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什么是Textract的Amazon 文本数据提取服务?

Amazon Textract 是一种高度先进的文本提取器,它使用机器学习技术从扫描文档中自动提取文本、手写内容、布局元素和数据。这项服务超越了传统的OCR技术,能够识别文本、理解和提取文档中的具体数据,从而显著提高了数据处理的效率和准确性。

 

Textract文本提取器支持多种文档格式,包括PDF、TIFF、PNG和JPEG,使其成为金融服务、医疗保健、公共部门等多个领域的理想选择。用户可以通过AWS管理控制台、AWS CLI或AWS SDK轻松使用这项服务,快速提取关键业务数据,如金融表格中的抵押贷款利率、申请人姓名和发票总额。

 

此外,Textract文本提取器还提供了强大的自定义功能,允许用户根据自己的业务需求定制预训练模型,以满足特定的文档处理需求。这意味着用户可以快速自动化文档处理流程,无论是处理贷款还是从发票和收据中提取信息,都能够在几分钟内完成,而不是之前的几小时甚至几天。

什么是Textract的Amazon 文本数据提取服务接口?

由服务使用方的应用程序发起,以Restful风格为主、通过公网HTTP协议调用Textract的Amazon 文本数据提取服务 ,从而实现程序的自动化交互,提高服务效率。

Textract的Amazon 文本数据提取服务有哪些核心功能?

一、文本、手写和布局元素提取

Amazon Textract能够从文档中提取文本、手写内容和布局元素,如段落、标题、列表、页眉、页脚等

二、边界框坐标返回

所有提取的数据都会返回边界框坐标(多边形框架),帮助用户确定每一段已识别的数据在文档中的具体位置

三、置信度分数

Amazon Textract还为它识别的所有内容返回置信度分数,以便用户可以根据这些分数就如何使用结果做出明智的决定

四、自定义查询

允许用户自定义预训练的模型,以提高特定业务文档类型的提取准确性
五、光学字符识别(OCR)

自动从文档和图像中检测并识别打印文本和手写文本,应用OCR提升办公效率
六、表格数据提取

能够识别文档中的表格,并保留表格的结构和其中的数据关联

Textract的Amazon 文本数据提取服务的技术原理是什么?

Amazon Textract 是一种机器学习(ML)服务,它作为强大的textract文本提取器,从扫描的文档(如 PDF)中自动提取文本、手写内容、布局元素和数据。与传统的光学字符识别技术(OCR)不同,textract文本提取器可以识别、理解并提取文档中的特定数据。在当今的商业环境中,许多公司都需要从扫描文档(如 PDF、图片、表格和表单)中手动提取数据,或依赖需要手动配置的简单OCR软件,这些软件在表单发生变化时往往需要重新配置。为了避免这些昂贵且耗时的手动流程,textract文本提取器使用 ML 来读取和处理任何类型的文档,可以精确地提取文本、手写字、表格和其他数据,而不需要任何手动工作。
 
作为应用程序开发中不可或缺的开放API,textract文本提取器提供了实用的文本API,使您可以使用我们的预训练或自定义功能来快速自动处理文档。无论是自动处理贷款还是从发票和收据中提取信息,textract文本提取器都能助您轻松实现业务需求。与传统方法相比,textract文本提取器可以在几分钟内提取数据,而不再需要耗费几小时甚至几天的时间,显著提高了工作效率。

 

Textract的Amazon 文本数据提取服务的核心优势是什么?

高精度文本识别

textract文本提取器不仅仅是OCR,它能识别、理解并提取文档中的特定数据,包括表格数据提取和签名检测

支持多种文档格式

textract文本提取器支持PDF、TIFF、PNG和JPEG等多种文档格式,适用于金融服务、医疗保健、公共部门等多个领域

易于集成

用户可以通过AWS管理控制台、AWS CLI或AWS SDK轻松使用textract文本提取器,快速提取关键业务数据

自定义预训练模型

textract文本提取器允许用户自定义预训练功能,以满足特定的文档处理需求。

快速处理能力

textract文本提取器可以在几分钟内提取数据,而不再需要耗费几小时甚至几天的时间。

数据安全与合规

使用数据隐私、加密和合规性标准安全地自动处理数据。

在哪些场景会用到Textract的Amazon 文本数据提取服务?

1. 金融服务

准确提取有关金融科技的抵押贷款利率、申请人姓名和发票总额等各种金融表格的关键业务数据,以在数分钟内处理贷款和抵押贷款申请。

2. 医护及生命科学

从健康摄食表单、保险金申请和预授权表单中提取重要患者数据,结合医疗大模型可以更好地为患者和保险公司服务。保持数据在其原始上下文中组织有序,免去对输出的人工审查。

3. 公共部门

轻松地从政府相关表格中提取相关数据,例如小企业贷款、联邦税表或商业申请,具有高度的准确性。

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org.springframework.web.filter.DelegatingFilterProxy.doFilter(DelegatingFilterProxy.java:271) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at org.springframework.web.filter.RequestContextFilter.doFilterInternal(RequestContextFilter.java:100) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at org.apache.catalina.core.ApplicationFilterChain.doFilter(ApplicationFilterChain.java:166) at org.springframework.web.filter.FormContentFilter.doFilterInternal(FormContentFilter.java:93) at org.springframework.web.filter.OncePerRequestFilter.doFilter(OncePerRequestFilter.java:119) at org.apache.catalina.core.ApplicationFilterChain.internalDoFilter(ApplicationFilterChain.java:193) at 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