更新时间:2024-06-19 GMT+08:00
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保险单识别

功能介绍

识别保险单图片上的文字信息,并将识别的结构化结果返回给用户。支持对多板式保险单的扫描图片及手机照片进行结构化信息提取。

约束与限制

  • 只支持识别PNG、JPG、JPEG、BMP、TIFF格式图片。
  • 图像各边的像素在15px到8192px之间。
  • 图像中保险单区域有效占比超过70%,保证整张保险单及其边缘包含在图像内。
  • 支持图像中保险单旋转、支持少量扭曲。
  • 能处理暗光等干扰的图片但影响识别精度。
  • 覆盖常见保险公司的常见保单版式,由于即使是同一家保险公司,保险种类也繁多而且都在动态变化,实际支持情况请以实际测试效果为准。

调用方法

请参见如何调用API

前提条件

在使用之前,需要您完成服务申请和认证鉴权,具体操作流程请参见开通服务认证鉴权章节。

用户首次使用需要先申请开通。服务只需要开通一次即可,后面使用时无需再次申请。如未开通服务,调用服务时会提示ModelArts.4204报错,请在调用服务前先进入控制台开通服务,并注意开通服务区域与调用服务的区域保持一致。

URI

POST /v2/{project_id}/ocr/insurance-policy

表1 路径参数

参数

是否必选

说明

endpoint

终端节点,即调用API的请求地址。

不同服务不同区域的endpoint不同,您可以从终端节点中获取。

例如,OCR服务在“华北-北京四”区域的“endpoint”“ocr.cn-north-4.myhuaweicloud.com”

project_id

项目ID,您可以从获取项目ID中获取。

请求参数

表2 请求Header参数

参数

是否必选

参数类型

描述

X-Auth-Token

String

用户Token。

用于获取操作API的权限。获取Token接口响应消息头中X-Subject-Token的值即为Token。

Content-Type

String

发送的实体的MIME类型,参数值为“application/json”。

Enterprise-Project-Id

String

企业项目ID。OCR支持通过企业项目管理(EPS)对不同用户组和用户的资源使用,进行分账。

获取方法:进入“企业项目管理”页面,单击企业项目名称,在企业项目详情页获取Enterprise-Project-Id(企业项目ID)。

企业项目创建步骤请参见用户指南。

说明:

创建企业项目后,在传参时,有以下三类场景。

  • 携带正确的ID,正常使用OCR服务,账单的企业项目会被分类到企业ID对应的企业项目中。
  • 携带格式正确但不存在的ID,正常使用OCR服务,账单的企业项目会显示对应不存在的企业项目ID。
  • 不携带ID或格式错误ID(包含特殊字符等),正常使用OCR服务,账单的企业项目会被分类到"default"中。
表3 请求Body参数

参数

是否必选

参数类型

描述

image

String

与url二选一。

图片的Base64编码,要求Base64编码后大小不超过10MB。

图片最短边不小于15px,最长边不超过8192px,支持JPEG、JPG、PNG、BMP、TIFF格式。

图片Base64编码示例如/9j/4AAQSkZJRgABAg...,带有多余前缀会产生The image format is not supported报错。

url

String

与image二选一

图片的URL路径,目前支持:

  • 公网http/https url
  • OBS提供的url,使用OBS数据需要进行授权。包括对服务授权、临时授权、匿名公开授权,详情参见配置OBS访问权限
说明:
  • 接口响应时间依赖于图片的下载时间,如果图片下载时间过长,会返回接口调用失败。
  • 请保证被检测图片所在的存储服务稳定可靠,推荐使用OBS服务存储图片数据。
  • url中不能存在中文字符,若存在,中文需要进行utf8编码。

detect_direction

Boolean

是否校正图片的倾斜角度,可选值如下。

  • true:校正图片的倾斜角度
  • false:不校正图片的倾斜角度

支持任意角度的校正,未传入该参数时默认为“false”

待识别图片如果存在倾斜,建议将此参数设置为“true”。

响应参数

状态码: 200

表4 响应Body参数

参数

参数类型

描述

result

InsurancePolicyResult object

识别结果。

调用失败时不返回此字段。

表5 InsurancePolicyResult

参数

参数类型

描述

bank_name

String

发卡行。

bill_number

InsurancePolicyDetail object

保险单号(没有单号时,返回为空)。

company

InsurancePolicyDetail object

保险公司。

effective_date

InsurancePolicyDetail object

保险单生效日期。

applicant_name

InsurancePolicyDetail object

投保人姓名。

applicant_sex

InsurancePolicyDetail object

投保人性别。

applicant_birthday

InsurancePolicyDetail object

投保人出生日期。

applicant_id_type

InsurancePolicyDetail object

投保人证件类型。

applicant_id_number

InsurancePolicyDetail object

投保人证件号。

insurant_list

Array of InsurantItem objects

被保人列表(第一个默认为主被保人)。

beneficiary_list

Array of BeneficiaryItem objects

受益人列表。

insurance_list

Array of InsuranceItem objects

保险项目信息列表。

表6 InsurancePolicyDetail

参数

参数类型

描述

words

String

对应识别出的文本内容。

location

Array<Array<Integer>>

对应识别出的四个顶点坐标。

表7 InsurantItem

参数

参数类型

描述

insurant_name

InsurancePolicyDetail object

被保人姓名。

insurant_sex

InsurancePolicyDetail object

被保人性别。

insurant_birthday

InsurancePolicyDetail object

被保人出生日期。

insurant_id_type

InsurancePolicyDetail object

被保人证件类型。

insurant_id_number

InsurancePolicyDetail object

被保人证件号码。

表8 BeneficiaryItem

参数

参数类型

描述

beneficiary_name

InsurancePolicyDetail object

受益人姓名。

beneficiary_type

InsurancePolicyDetail object

受益人类型。

beneficiary_order

InsurancePolicyDetail object

受益顺序。

beneficiary_share

InsurancePolicyDetail object

受益比例/受益顺序。

表9 InsuranceItem

参数

参数类型

描述

insurance_name

InsurancePolicyDetail object

产品名称。

insurance_period

InsurancePolicyDetail object

保险期限。

insurance_amount

InsurancePolicyDetail object

保险金额。

payment_frequency

InsurancePolicyDetail object

交费频率。

payment_period

InsurancePolicyDetail object

交费期间。

payment_amount

InsurancePolicyDetail object

每期交费金额。

状态码: 400

表10 响应Body参数

参数

参数类型

描述

error_code

String

调用失败时的错误码,具体请参见错误码

调用成功时不返回此字段。

error_msg

String

调用失败时返回的错误信息。

调用成功时不返回此字段。

请求示例

  • Endpoint即调用API的请求地址,不同服务不同区域的Endpoint不同,具体请参见终端节点。 例如,保险单识别服务部署在“华北-北京四”区域的“endpoint”为“ocr.cn-north-4.myhuaweicloud.com”或“ocr.cn-north-4.myhuaweicloud.cn”,请求URL为“https://ocr.cn-north-4.myhuaweicloud.com/v2/{project_id}/ocr/insurance-policy”,“project_id”为项目ID,获取方法请参见获取项目ID
  • 如何获取Token请参见认证鉴权
  • 传入保险单图片的base64编码进行文字识别
    POST https://{endpoint}/v2/{project_id}/ocr/insurance-policy
    Request Header:
    Content-Type: application/json
    X-Auth-Token: MIINRwYJKoZIhvcNAQcCoIINODCCDTQCAQExDTALBglghkgBZQMEAgEwgguVBgkqhkiG...
    Request Body:
    {
      "image" : "/9j/4AAQSkZJRgABAgEASABIAAD/4RFZRXhpZgAATU0AKgAAAA..."
    }
  • 传入保险单图片的url进行文字识别
    POST https://{endpoint}/v2/{project_id}/ocr/insurance-policy
    Request Header:
    Content-Type: application/json
    X-Auth-Token: MIINRwYJKoZIhvcNAQcCoIINODCCDTQCAQExDTALBglghkgBZQMEAgEwgguVBgkqhkiG...
    Request Body:
    {
      "url" : "/9j/4AAQSkZJRgABAgEASABIAAD/4RFZRXhpZgAATU0AKgAAAA..."
    }

响应示例

状态码: 200

成功响应示例

{
  "result" : {
    "bill_number" : {
      "words" : "192365331963636",
      "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
    },
    "company" : {
      "words" : "华夏人寿保险股份有限公司",
      "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
    },
    "effective_date" : {
      "words" : "见特别约定",
      "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
    },
    "applicant_name" : {
      "words" : "杨建国",
      "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
    },
    "applicant_id_type" : {
      "words" : "身份证",
      "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
    },
    "applicant_id_number" : {
      "words" : "214631270006529342",
      "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
    },
    "insurant_list" : [ {
      "insurant_name" : {
        "words" : "惠秀梅",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      },
      "insurant_sex" : {
        "words" : "女",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      },
      "insurant_id_type" : {
        "words" : "身份证",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      },
      "insurant_id_number" : {
        "words" : "XXXXXXXXXXXXXXXX",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      }
    } ],
    "beneficiary_list" : [ {
      "beneficiary_name" : {
        "words" : "XXX",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      },
      "beneficiary_type" : {
        "words" : "生存保险金",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      },
      "beneficiary_order" : {
        "words" : "第一顺序",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      },
      "beneficiary_share" : null
    } ],
    "insurance_list" : [ {
      "insurance_name" : {
        "words" : "华夏黄金甲两全保险(分红型)",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      },
      "insurance_period" : {
        "words" : "2025年7月17日零时",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      },
      "insurance_amount" : {
        "words" : "RMB50000.00",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      },
      "payment_frequency" : {
        "words" : "月交",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      },
      "payment_period" : {
        "words" : "2017年7月17日零时",
        "location" : [ [ 10, 10 ], [ 20, 25 ], [ 20, 35 ], [ 10, 35 ] ]
      }
    } ]
  }
}

状态码: 400

失败响应示例

{
  "error_code" : "AIS.0103",
  "error_msg" : "The image size does not meet the requirements"
}

SDK代码示例

SDK代码示例如下。

使用SDK前建议将SDK更新至最新版,防止本地旧版SDK无法使用最新的OCR功能。

  • 传入保险单图片的base64编码进行文字识别
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    package com.huaweicloud.sdk.test;
    
    import com.huaweicloud.sdk.core.auth.ICredential;
    import com.huaweicloud.sdk.core.auth.BasicCredentials;
    import com.huaweicloud.sdk.core.exception.ConnectionException;
    import com.huaweicloud.sdk.core.exception.RequestTimeoutException;
    import com.huaweicloud.sdk.core.exception.ServiceResponseException;
    import com.huaweicloud.sdk.ocr.v1.region.OcrRegion;
    import com.huaweicloud.sdk.ocr.v1.*;
    import com.huaweicloud.sdk.ocr.v1.model.*;
    
    
    public class RecognizeInsurancePolicySolution {
    
        public static void main(String[] args) {
            // The AK and SK used for authentication are hard-coded or stored in plaintext, which has great security risks. It is recommended that the AK and SK be stored in ciphertext in configuration files or environment variables and decrypted during use to ensure security.
            // In this example, AK and SK are stored in environment variables for authentication. Before running this example, set environment variables CLOUD_SDK_AK and CLOUD_SDK_SK in the local environment
            String ak = System.getenv("CLOUD_SDK_AK");
            String sk = System.getenv("CLOUD_SDK_SK");
    
            ICredential auth = new BasicCredentials()
                    .withAk(ak)
                    .withSk(sk);
    
            OcrClient client = OcrClient.newBuilder()
                    .withCredential(auth)
                    .withRegion(OcrRegion.valueOf("<YOUR REGION>"))
                    .build();
            RecognizeInsurancePolicyRequest request = new RecognizeInsurancePolicyRequest();
            InsurancePolicyRequestBody body = new InsurancePolicyRequestBody();
            body.withImage("/9j/4AAQSkZJRgABAgEASABIAAD/4RFZRXhpZgAATU0AKgAAAA...");
            request.withBody(body);
            try {
                RecognizeInsurancePolicyResponse response = client.recognizeInsurancePolicy(request);
                System.out.println(response.toString());
            } catch (ConnectionException e) {
                e.printStackTrace();
            } catch (RequestTimeoutException e) {
                e.printStackTrace();
            } catch (ServiceResponseException e) {
                e.printStackTrace();
                System.out.println(e.getHttpStatusCode());
                System.out.println(e.getRequestId());
                System.out.println(e.getErrorCode());
                System.out.println(e.getErrorMsg());
            }
        }
    }
    
  • 传入保险单图片的url进行文字识别
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    package com.huaweicloud.sdk.test;
    
    import com.huaweicloud.sdk.core.auth.ICredential;
    import com.huaweicloud.sdk.core.auth.BasicCredentials;
    import com.huaweicloud.sdk.core.exception.ConnectionException;
    import com.huaweicloud.sdk.core.exception.RequestTimeoutException;
    import com.huaweicloud.sdk.core.exception.ServiceResponseException;
    import com.huaweicloud.sdk.ocr.v1.region.OcrRegion;
    import com.huaweicloud.sdk.ocr.v1.*;
    import com.huaweicloud.sdk.ocr.v1.model.*;
    
    
    public class RecognizeInsurancePolicySolution {
    
        public static void main(String[] args) {
            // The AK and SK used for authentication are hard-coded or stored in plaintext, which has great security risks. It is recommended that the AK and SK be stored in ciphertext in configuration files or environment variables and decrypted during use to ensure security.
            // In this example, AK and SK are stored in environment variables for authentication. Before running this example, set environment variables CLOUD_SDK_AK and CLOUD_SDK_SK in the local environment
            String ak = System.getenv("CLOUD_SDK_AK");
            String sk = System.getenv("CLOUD_SDK_SK");
    
            ICredential auth = new BasicCredentials()
                    .withAk(ak)
                    .withSk(sk);
    
            OcrClient client = OcrClient.newBuilder()
                    .withCredential(auth)
                    .withRegion(OcrRegion.valueOf("<YOUR REGION>"))
                    .build();
            RecognizeInsurancePolicyRequest request = new RecognizeInsurancePolicyRequest();
            InsurancePolicyRequestBody body = new InsurancePolicyRequestBody();
            body.withUrl("https://BucketName.obs.myhuaweicloud.com/ObjectName");
            request.withBody(body);
            try {
                RecognizeInsurancePolicyResponse response = client.recognizeInsurancePolicy(request);
                System.out.println(response.toString());
            } catch (ConnectionException e) {
                e.printStackTrace();
            } catch (RequestTimeoutException e) {
                e.printStackTrace();
            } catch (ServiceResponseException e) {
                e.printStackTrace();
                System.out.println(e.getHttpStatusCode());
                System.out.println(e.getRequestId());
                System.out.println(e.getErrorCode());
                System.out.println(e.getErrorMsg());
            }
        }
    }
    
  • 传入保险单图片的base64编码进行文字识别
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    # coding: utf-8
    
    from huaweicloudsdkcore.auth.credentials import BasicCredentials
    from huaweicloudsdkocr.v1.region.ocr_region import OcrRegion
    from huaweicloudsdkcore.exceptions import exceptions
    from huaweicloudsdkocr.v1 import *
    
    if __name__ == "__main__":
        # The AK and SK used for authentication are hard-coded or stored in plaintext, which has great security risks. It is recommended that the AK and SK be stored in ciphertext in configuration files or environment variables and decrypted during use to ensure security.
        # In this example, AK and SK are stored in environment variables for authentication. Before running this example, set environment variables CLOUD_SDK_AK and CLOUD_SDK_SK in the local environment
        ak = os.getenv("CLOUD_SDK_AK")
        sk = os.getenv("CLOUD_SDK_SK")
    
        credentials = BasicCredentials(ak, sk) \
    
        client = OcrClient.new_builder() \
            .with_credentials(credentials) \
            .with_region(OcrRegion.value_of("<YOUR REGION>")) \
            .build()
    
        try:
            request = RecognizeInsurancePolicyRequest()
            request.body = InsurancePolicyRequestBody(
                image="/9j/4AAQSkZJRgABAgEASABIAAD/4RFZRXhpZgAATU0AKgAAAA..."
            )
            response = client.recognize_insurance_policy(request)
            print(response)
        except exceptions.ClientRequestException as e:
            print(e.status_code)
            print(e.request_id)
            print(e.error_code)
            print(e.error_msg)
    
  • 传入保险单图片的url进行文字识别
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    # coding: utf-8
    
    from huaweicloudsdkcore.auth.credentials import BasicCredentials
    from huaweicloudsdkocr.v1.region.ocr_region import OcrRegion
    from huaweicloudsdkcore.exceptions import exceptions
    from huaweicloudsdkocr.v1 import *
    
    if __name__ == "__main__":
        # The AK and SK used for authentication are hard-coded or stored in plaintext, which has great security risks. It is recommended that the AK and SK be stored in ciphertext in configuration files or environment variables and decrypted during use to ensure security.
        # In this example, AK and SK are stored in environment variables for authentication. Before running this example, set environment variables CLOUD_SDK_AK and CLOUD_SDK_SK in the local environment
        ak = os.getenv("CLOUD_SDK_AK")
        sk = os.getenv("CLOUD_SDK_SK")
    
        credentials = BasicCredentials(ak, sk) \
    
        client = OcrClient.new_builder() \
            .with_credentials(credentials) \
            .with_region(OcrRegion.value_of("<YOUR REGION>")) \
            .build()
    
        try:
            request = RecognizeInsurancePolicyRequest()
            request.body = InsurancePolicyRequestBody(
                url="https://BucketName.obs.myhuaweicloud.com/ObjectName"
            )
            response = client.recognize_insurance_policy(request)
            print(response)
        except exceptions.ClientRequestException as e:
            print(e.status_code)
            print(e.request_id)
            print(e.error_code)
            print(e.error_msg)
    
  • 传入保险单图片的base64编码进行文字识别
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    package main
    
    import (
    	"fmt"
    	"github.com/huaweicloud/huaweicloud-sdk-go-v3/core/auth/basic"
        ocr "github.com/huaweicloud/huaweicloud-sdk-go-v3/services/ocr/v1"
    	"github.com/huaweicloud/huaweicloud-sdk-go-v3/services/ocr/v1/model"
        region "github.com/huaweicloud/huaweicloud-sdk-go-v3/services/ocr/v1/region"
    )
    
    func main() {
        // The AK and SK used for authentication are hard-coded or stored in plaintext, which has great security risks. It is recommended that the AK and SK be stored in ciphertext in configuration files or environment variables and decrypted during use to ensure security.
        // In this example, AK and SK are stored in environment variables for authentication. Before running this example, set environment variables CLOUD_SDK_AK and CLOUD_SDK_SK in the local environment
        ak := os.Getenv("CLOUD_SDK_AK")
        sk := os.Getenv("CLOUD_SDK_SK")
    
        auth := basic.NewCredentialsBuilder().
            WithAk(ak).
            WithSk(sk).
            Build()
    
        client := ocr.NewOcrClient(
            ocr.OcrClientBuilder().
                WithRegion(region.ValueOf("<YOUR REGION>")).
                WithCredential(auth).
                Build())
    
        request := &model.RecognizeInsurancePolicyRequest{}
    	imageInsurancePolicyRequestBody:= "/9j/4AAQSkZJRgABAgEASABIAAD/4RFZRXhpZgAATU0AKgAAAA..."
    	request.Body = &model.InsurancePolicyRequestBody{
    		Image: &imageInsurancePolicyRequestBody,
    	}
    	response, err := client.RecognizeInsurancePolicy(request)
    	if err == nil {
            fmt.Printf("%+v\n", response)
        } else {
            fmt.Println(err)
        }
    }
    
  • 传入保险单图片的url进行文字识别
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    package main
    
    import (
    	"fmt"
    	"github.com/huaweicloud/huaweicloud-sdk-go-v3/core/auth/basic"
        ocr "github.com/huaweicloud/huaweicloud-sdk-go-v3/services/ocr/v1"
    	"github.com/huaweicloud/huaweicloud-sdk-go-v3/services/ocr/v1/model"
        region "github.com/huaweicloud/huaweicloud-sdk-go-v3/services/ocr/v1/region"
    )
    
    func main() {
        // The AK and SK used for authentication are hard-coded or stored in plaintext, which has great security risks. It is recommended that the AK and SK be stored in ciphertext in configuration files or environment variables and decrypted during use to ensure security.
        // In this example, AK and SK are stored in environment variables for authentication. Before running this example, set environment variables CLOUD_SDK_AK and CLOUD_SDK_SK in the local environment
        ak := os.Getenv("CLOUD_SDK_AK")
        sk := os.Getenv("CLOUD_SDK_SK")
    
        auth := basic.NewCredentialsBuilder().
            WithAk(ak).
            WithSk(sk).
            Build()
    
        client := ocr.NewOcrClient(
            ocr.OcrClientBuilder().
                WithRegion(region.ValueOf("<YOUR REGION>")).
                WithCredential(auth).
                Build())
    
        request := &model.RecognizeInsurancePolicyRequest{}
    	urlInsurancePolicyRequestBody:= "https://BucketName.obs.myhuaweicloud.com/ObjectName"
    	request.Body = &model.InsurancePolicyRequestBody{
    		Url: &urlInsurancePolicyRequestBody,
    	}
    	response, err := client.RecognizeInsurancePolicy(request)
    	if err == nil {
            fmt.Printf("%+v\n", response)
        } else {
            fmt.Println(err)
        }
    }
    

更多编程语言的SDK代码示例,请参见API Explorer的代码示例页签,可生成自动对应的SDK代码示例。

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