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和认证鉴权章节。
![](https://support.huaweicloud.com/api-ocr/public_sys-resources/note_3.0-zh-cn.png)
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
请求参数
参数 |
是否必选 |
参数类型 |
描述 |
---|---|---|---|
X-Auth-Token |
是 |
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 |
是 |
String |
发送的实体的MIME类型,参数值为“application/json”。 |
Enterprise-Project-Id |
否 |
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。
|
参数 |
是否必选 |
参数类型 |
描述 |
---|---|---|---|
image |
否 |
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 |
否 |
String |
与image二选一 图片的URL路径,目前支持:
说明:
|
detect_direction |
否 |
Boolean |
是否校正图片的倾斜角度,可选值如下。
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
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。 |
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。 |
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。 |
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。 |
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。 |
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
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
![](https://support.huaweicloud.com/api-ocr/public_sys-resources/note_3.0-zh-cn.png)
- 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。
![](https://support.huaweicloud.com/api-ocr/public_sys-resources/note_3.0-zh-cn.png)
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
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48
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
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48
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
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
# 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
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32
# 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
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39
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
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39
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。
状态码
状态码 |
描述 |
---|---|
200 |
成功响应示例 |
400 |
失败响应示例 |
状态码请参见状态码。
错误码
错误码请参见错误码。