RecognizeTableOcr - 表格识别

表格识别。

接口说明

本接口适用场景

  • 阿里云表格识别,是阿里云官方自研 OCR 文字识别产品,支持对多种表格格式(有线表格、条纹表格、无线表格)进行智能文字识别并结构化输出识别结果。
  • 阿里云 OCR 产品基于阿里巴巴达摩院强大的 AI 技术及海量数据,历经多年沉淀打磨,具有服务稳定、操作简易、实时性高、能力全面等几大优势。
  • 本接口图片示例

本接口核心能力

分类概述
多格式支持有线表格、条纹表格、无线表格、手写表格识别。
全字段识别智能识别图片上的表格所包含的全部字段。
多类型覆盖支持模糊、光照不均、透视畸变、任意背景等低质量图像识别。
置信度对比对低置信度文字进行标红处理,便于二次确认。

如何使用本接口

步骤概述
1开通 通用文字识别 服务。开通服务前后,您可以通过体验馆免费体验本功能识别效果。
2购买表格识别资源包。本 API 会赠送免费额度,可使用免费额度测试。
3可以参照调试页面提供的代码示例完成 API 接入开发。接入完成后,调用 API 获取识别结果。如果使用子账号调用接口,需要阿里云账号(主账号)对 RAM 账号进行授权。创建 RAM 用户的具体操作,请参考:创建 RAM 用户。文字识别服务提供一种系统授权策略,即 AliyunOCRFullAccess。具体授权操作,请参见在用户页面为 RAM 用户授权。

重要提示

类型概述
图片格式
  • 本接口支持:PNG、JPG、JPEG、BMP、GIF、TIFF、WebP。暂不支持 PDF 格式。
图片尺寸
  • 图片长宽需要大于 15 像素,小于 8192 像素。
  • 长宽比需要小于 50。
  • 如需达到较好识别效果,建议长宽均大于 500px。
  • 图片尺寸过小,会影响识别精度。图片内单字大小在 10-50px 内时,识别效果较好。
图片大小
  • 图片二进制文件不能超过 10MB。
  • 图片过大会影响接口响应速度,建议使用小于 1.5M 图片进行识别,且通过传图片 URL 的方式调用接口。
  • 图片尺寸过小,会影响识别精度。图片内单字大小在 10-50px 内时,识别效果较好。
其他提示
  • 接口响应速度和图片中的文字数量有关,如果图片中文字数量越多,接口响应可能越慢。
  • 接口会自动处理反光、扭曲等干扰信息,但会影响精度。请尽量选择清晰度高、无反光、无扭曲的图片。

注:PDF 文件格式的表格解析请点击表格智能解析快速了解

调试

您可以在OpenAPI Explorer中直接运行该接口,免去您计算签名的困扰。运行成功后,OpenAPI Explorer可以自动生成SDK代码示例。

授权信息

下表是API对应的授权信息,可以在RAM权限策略语句的Action元素中使用,用来给RAM用户或RAM角色授予调用此API的权限。具体说明如下:

  • 操作:是指具体的权限点。
  • 访问级别:是指每个操作的访问级别,取值为写入(Write)、读取(Read)或列出(List)。
  • 资源类型:是指操作中支持授权的资源类型。具体说明如下:
    • 对于必选的资源类型,用背景高亮的方式表示。
    • 对于不支持资源级授权的操作,用全部资源表示。
  • 条件关键字:是指云产品自身定义的条件关键字。
  • 关联操作:是指成功执行操作所需要的其他权限。操作者必须同时具备关联操作的权限,操作才能成功。
操作访问级别资源类型条件关键字关联操作
ocr:RecognizeTableOcr
  • 全部资源
    *

请求参数

名称类型必填描述示例值
Urlstring
  • 本字段和 body 字段二选一,不可同时透传或同时为空。
  • 图片链接(长度不超 2048,不支持 base64)。
https://example.png
bodybyte
  • 本字段和 URL 字段二选一,不可同时透传或同时为空。
  • 图片二进制文件,最大 10MB。
  • 使用 HTTP 方式调用,把图片二进制文件放到 HTTP body 中上传即可。
  • 使用 SDK 的方式调用,把图片放到 SDK 的 body 中即可。
图片二进制文件
NeedRotateboolean
  • 是否需要自动旋转功能,默认需要。
  • true:需要;false:不需要。
true
LineLessboolean
  • 是否无线条或者只有横线没有竖线,默认有线条。
  • true:无线条;false:有线条。
false
SkipDetectionboolean
  • 是否跳过检测,默认为 false。
  • true:跳过检查;false:不跳过检查。
false
IsHandWritingstring
  • 是否是手写表格,默认不是。
  • true:是手写表格;false:不是手写表格。
  • 注意:该字段是字符串类型。
false

返回参数

名称类型描述示例值
object

Schema of Response

RequestIdstring

请求唯一 ID

43A29C77-405E-4CC0-BC55-EE694AD00655
Datastring

返回数据

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Codestring

错误码(请求成功时该字段为空)

unmatchedImageType
Messagestring

错误信息(请求成功时该字段为空)

The type of image didn't match the api.

返回参数说明


字段类型说明
angleint图片的角度。0 表示正向,90 表示图片朝右,180 朝下,270 朝左。
contentstring识别出图片的文字块汇总。
prism_wordsInfolist文字块信息。
prism_tablesInfolist表格信息。
tableHeadTaillist表头、表尾信息。
prism_wnumint识别的文字块的数量,prism_wordsInfo 数组的大小。
heightint算法矫正图片后的高度。
widthint算法矫正图片后的宽度。
orgHeightint原图的高度。
orgWidthint原图的宽度。

文字块信息(prism_wordsInfo 字段)

字段类型说明
angleint文字块的角度。
heightint文字块的高度(需考虑文字块的角度)
widthint文字块的宽度(需考虑文字块的角度)
poslist文字块的外矩形四个点的坐标按顺时针排列(左上、右上、右下、左下)。当 NeedRotate=true 时,如果最外层的 angle 不为 0,需要按照 angle 矫正图片后,坐标才准确。
wordstring文字块的文字内容。
tableIdint表格的 id(当 OutputTable=true 时并且该文字块在表格内则存在该字段,返回此字段)。
tableCellIdint表格中单元格的 id(当 OutputTable=true 时并且该文字块在表格内则存在该字段,返回此字段)。

表格信息(prism_tablesInfo 字段)

字段类型说明
tableIdint表格 id,和 prism_wordsInfo 信息中的 tableId 对应。
xCellSizeint表格中横坐标单元格的数量。
yCellSizeint表格中纵坐标单元格的数量。
cellInfoslist单元格信息。

单元格信息(cellInfos 字段)

字段类型说明
tableCellIdint表格中单元格 id,和 prism_wordsInfo 信息中的 tableCellId 对应。
wordstring单元格中的文字。
xscintxStartCell 缩写,表示横轴方向该单元格起始在第几个单元格,第一个单元格值为 0。
xecintxEndCell 缩写,表示横轴方向该单元格结束在第几个单元格,第一个单元格值为 0,如果 xsc 和 xec 都为 0 说明该文字在横轴方向占据了一个单元格并且在第一个单元格内。
yscintyStartCell 缩写,表示纵轴方向该单元格起始在第几个单元格,第一个单元格值为 0。
yecintyEndCell 缩写,表示纵轴方向该单元格结束在第几个单元格,第一个单元格值为 0。
poslist单元格位置,按照单元格四个角的坐标顺时针排列,分别为左上 XY 坐标、右上 XY 坐标、右下 XY 坐标、左下 XY 坐标。

表头、表尾信息(tableHeadTail 字段)

字段类型说明
headlist表头信息。
tableIdint表格 ID(和prism_tablesInfo中的 tableId 对应)。
taillist表尾信息。

示例

正常返回示例

JSON格式

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  "Code": "unmatchedImageType",
  "Message": "The type of image didn't match the api."
}

错误码

访问错误中心查看更多错误码。

变更历史

变更时间变更内容概要操作
2023-03-22API 内部配置变更,不影响调用查看变更详情
2022-11-15API 内部配置变更,不影响调用查看变更详情
2021-08-17OpenAPI 入参发生变更查看变更详情