缅文身份证识别
约束与限制
- 只支持识别PNG、JPG、JPEG、BMP、TIFF格式的图片。
- 缅甸身份证识别图像各边的像素大小在15到8000px之间。
- 图像中身份证区域有效占比超过25%,保证整张身份证内容及其边缘包含在图像内。
- 支持图像中身份证任意角度的水平旋转。
- 支持少量扭曲,扭曲后图像中的身份证长宽比与实际身份证相差不超过10%。
- 能处理反光、暗光等干扰的图片但影响识别精度。
- 目前只支持识别单张身份证的正面或者反面。
调用方法
请参见如何调用API。
前提条件
在使用缅文身份证识别之前,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。
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/myanmar-id-card
参数 |
是否必选 |
说明 |
---|---|---|
endpoint |
是 |
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。 |
project_id |
是 |
项目ID,您可以从获取项目ID中获取。 |
Enterprise-Project-Id |
否 |
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。
|
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”。 |
参数 |
是否必选 |
参数类型 |
说明 |
---|---|---|---|
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8000px,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:
|
convert_unicode |
否 |
Boolean |
输出格式,可选值如下:
如果参数值为空或无该参数,默认输出为zawgyi格式。 |
return_confidence |
否 |
Boolean |
是否返回置信度,可选值如下: true:返回置信度 false:不返回置信度 如果无该参数,系统默认不返回置信度。如果输入参数不是Boolean类型,则会报非法参数错误。 |
return_portrait_image |
否 |
Boolean |
是否返回身份证头像照片的 Base64 编码,可选值如下:
未传入该参数时默认为false,即不返回身份证头像照片的 Base64 编码。 |
return_portrait_location |
否 |
Boolean |
是否返回身份证头像的位置,可选值如下:
|
return_idcard_type |
否 |
Boolean |
是否返回身份证类型,可选值如下所示:
|
return_translation |
否 |
Boolean |
是否返回转译信息的开关,可选值如下所示:
|
响应参数
状态码: 200
参数 |
参数类型 |
描述 |
---|---|---|
result |
MyanmarIdcardResult object |
调用结果。 调用失败时不返回此字段。 |
参数 |
参数类型 |
描述 |
---|---|---|
side |
String |
标示身份证是正面还是反面,取值为front或back。 |
class |
String |
身份证类型。取值如下:
|
nrc_id |
String |
身份证号码。 |
issue_date |
String |
签发日期。 |
name |
String |
姓名。 |
father_name |
String |
父亲名字。 |
birth |
String |
出生日期。 |
bloodlines_religion |
String |
族群或宗教。 |
height |
String |
身高。 |
blood_group |
String |
血型。 |
card_id |
String |
身份证的卡号(背面)。 |
nrc_id_back |
String |
背面的身份证号码。 |
profession |
String |
职业。 |
address |
String |
地址。 |
confidence |
MyanmarIdcardConfidence object |
字段的置信度,取值范围0~1。 置信度越大,本次识别的字段的可靠性越高,在统计意义上,置信度越大,准确率越高。 置信度由算法给出,不直接等价于字段的准确率。 |
portrait_image |
String |
头像的Base64编码。 当输入参数“return_portrait_image”为“true”时,才返回该参数。 |
portrait_location |
Array<Array<Integer>> |
头像在原图上的位置。 当输入参数“return_portrait_location”为“true”时,才返回该参数。以列表形式显示,包含头像区域四个顶点的二维坐标(x,y),坐标原点为图片左上角,x轴沿水平方向,y轴沿竖直方向。 |
idcard_type |
String |
身份证的类型。当输入参数“return_idcard_type”为“true”时,才返回该参数。取值如下所示:
|
translation_info |
MyanmarIdcardTranslationInfo object |
转译信息。仅当输入参数return_translation为true时,返回该字段。该字段包含name_translation、nrc_id_translation的信息。当无法找到合适的翻译字段时,保留原始缅文字符。 |
参数 |
参数类型 |
描述 |
---|---|---|
nrc_id |
Float |
身份证号码置信度。 |
issue_date |
Float |
签发日期置信度。 |
name |
Float |
姓名置信度。 |
birth |
Float |
出生日期置信度。 |
bloodlines_religion |
Float |
族群或宗教置信度。 |
height |
Float |
身高置信度。 |
blood_group |
Float |
血型置信度。 |
card_id |
Float |
身份证卡号(背面)置信度。 |
nrc_id_back |
Float |
背面的身份证号。 |
profession |
Float |
职业置信度。 |
address |
Float |
地址置信度。 |
参数 |
参数类型 |
描述 |
---|---|---|
name_translation |
String |
名字转译。仅当输入参数return_translation为true时,返回该字段。 |
father_name_translation |
String |
父亲名字的转译。仅当输入参数return_translation为true时,返回该字段。 |
nrc_id_translation |
String |
身份证号码转译。仅当输入参数return_translation为true时,返回该字段。 |
birth_translation |
String |
出生日期转译。仅当输入参数return_translation为true时,返回该字段。 |
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
- “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,缅文身份证识别服务部署在“中国-香港”区域的“endpoint”为“ocr.ap-southeast-1.myhuaweicloud.com”或“ocr.ap-southeast-1.myhuaweicloud.cn”,请求URL为“https://ocr.ap-southeast-1.myhuaweicloud.com/v2/{project_id}/ocr/myanmar-id-card”,“project_id”为项目ID,获取方法请参见获取项目ID。
- 如何获取Token请参见构造请求。
- 请求示例(方式一:使用图片的Base64编码)
POST https://{endpoint}/v2/{project_id}/ocr/myanmar-id-card Request Header: Content-Type: application/json X-Auth-Token: MIINRwYJKoZIhvcNAQcCoIINODCCDTQCAQExDTALBglghkgBZQMEAgEwgguVBgkqhkiG... Request Body: { "image":"/9j/4AAQSkZJRgABAgEASABIAAD/4RFZRXhpZgAATU0AKgAAAAgABwESAAd...", "convert_unicode": true, "return_confidence": true, "return_portrait_image": true, "return_portrait_location": true, "return_idcard_type": true }
- 请求示例(方式二:使用图片URL)
POST https://{endpoint}/v2/{project_id}/ocr/myanmar-id-card Request Header: Content-Type: application/json X-Auth-Token: MIINRwYJKoZIhvcNAQcCoIINODCCDTQCAQExDTALBglghkgBZQMEAgEwgguVBgkqhkiG... Request Body: { "url":"https://BucketName.obs.xxxx.com/ObjectName", "convert_unicode": true, "return_confidence": true, "return_portrait_image": true, "return_portrait_location": true, "return_idcard_type": true }
- Python3语言请求代码示例(其他语言参照下列示例编写或使用OCR SDK)
# encoding:utf-8 import requests import base64 url = "https://{endpoint}/v2/{project_id}/ocr/myanmar-id-card" token = "用户获取得到的实际token值" headers = {'Content-Type': 'application/json', 'X-Auth-Token': token} imagepath = r'./data/myanmar-id-card-demo.png' # 读取本地图片 with open(imagepath, "rb") as bin_data: image_data = bin_data.read() image_base64 = base64.b64encode(image_data).decode("utf-8") # 使用图片的Base64编码 payload = {"image": image_base64} response = requests.post(url, headers=headers, json=payload) print(response.text)
响应示例
状态码:200
成功响应示例(正面)
{ "result" : { "side" : "front", "nrc_id" : "XXXXXXXX", "issue_date" : "၂၀.၉.၂၀၁၁", "name" : "XXXX", "father_name" : "XXX", "birth" : "၁၄.၁၀.၁၉၉၁", "bloodlines_religion" : "ဗမာ၊ဗုဒ္ဓ", "height" : "၅'၅\"", "blood_group" : "ဘီ", "class" : "new_version", "confidence" : { "nrc_id" : 0.7514, "issue_date" : 0.5385, "name" : 0.6641, "birth" : 0.5216, "bloodlines_religion" : 0.9774, "height" : 0.7526, "blood_group" : 0.7541 }, "portrait_image" : "/9j/4AA... ", "portrait_location" : [ [ 106, 178 ], [ 369, 181 ], [ 366, 448 ], [ 108, 445 ] ], "idcard_type" : "normal", "translation_info" : { "name_translation" : "Ma Sandar Phy", "father_name_translation" : "U Thein Po", "birth_translation" : "7.5.1992", "nrc_id_translation" : "9/MaKhaNa(C)251959" } } }
成功响应示例(背面)
{ "result":{ "side": "back", "card_id": "XXXXXXX", "nrc_id_back": "", "profession": "ကျောင်းသား", "address": "XXXXXXXX", "class": "new_version", "confidence": { "card_id": 0.9878, "nrc_id_back": 0.9595, "profession": 0.9995, "address": 0.9299 }, "idcard_type": "normal" } }
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。
- 传入缅文身份证图片的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 RecognizeMyanmarIdcardSolution { 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(); RecognizeMyanmarIdcardRequest request = new RecognizeMyanmarIdcardRequest(); MyanmarIdcardRequestBody body = new MyanmarIdcardRequestBody(); body.withReturnIdcardType(true); body.withReturnPortraitLocation(true); body.withReturnPortraitImage(true); body.withReturnConfidence(true); body.withConvertUnicode(true); body.withImage("/9j/4AAQSkZJRgABAgEASABIAAD/4RFZRXhpZgAATU0AKgAAAA..."); request.withBody(body); try { RecognizeMyanmarIdcardResponse response = client.recognizeMyanmarIdcard(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()); } } }
- 传入缅文身份证图片的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 RecognizeMyanmarIdcardSolution { 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(); RecognizeMyanmarIdcardRequest request = new RecognizeMyanmarIdcardRequest(); MyanmarIdcardRequestBody body = new MyanmarIdcardRequestBody(); body.withReturnIdcardType(true); body.withReturnPortraitLocation(true); body.withReturnPortraitImage(true); body.withReturnConfidence(true); body.withConvertUnicode(true); body.withUrl("https://BucketName.obs.myhuaweicloud.com/ObjectName"); request.withBody(body); try { RecognizeMyanmarIdcardResponse response = client.recognizeMyanmarIdcard(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()); } } }
- 传入缅文身份证图片的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 = RecognizeMyanmarIdcardRequest() request.body = MyanmarIdcardRequestBody( return_idcard_type=True, return_portrait_location=True, return_portrait_image=True, return_confidence=True, convert_unicode=True, image="/9j/4AAQSkZJRgABAgEASABIAAD/4RFZRXhpZgAATU0AKgAAAA..." ) response = client.recognize_myanmar_idcard(request) print(response) except exceptions.ClientRequestException as e: print(e.status_code) print(e.request_id) print(e.error_code) print(e.error_msg)
- 传入缅文身份证图片的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 = RecognizeMyanmarIdcardRequest() request.body = MyanmarIdcardRequestBody( return_idcard_type=True, return_portrait_location=True, return_portrait_image=True, return_confidence=True, convert_unicode=True, url="https://BucketName.obs.myhuaweicloud.com/ObjectName" ) response = client.recognize_myanmar_idcard(request) print(response) except exceptions.ClientRequestException as e: print(e.status_code) print(e.request_id) print(e.error_code) print(e.error_msg)
- 传入缅文身份证图片的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.RecognizeMyanmarIdcardRequest{} returnIdcardTypeMyanmarIdcardRequestBody:= true returnPortraitLocationMyanmarIdcardRequestBody:= true returnPortraitImageMyanmarIdcardRequestBody:= true returnConfidenceMyanmarIdcardRequestBody:= true convertUnicodeMyanmarIdcardRequestBody:= true imageMyanmarIdcardRequestBody:= "/9j/4AAQSkZJRgABAgEASABIAAD/4RFZRXhpZgAATU0AKgAAAA..." request.Body = &model.MyanmarIdcardRequestBody{ ReturnIdcardType: &returnIdcardTypeMyanmarIdcardRequestBody, ReturnPortraitLocation: &returnPortraitLocationMyanmarIdcardRequestBody, ReturnPortraitImage: &returnPortraitImageMyanmarIdcardRequestBody, ReturnConfidence: &returnConfidenceMyanmarIdcardRequestBody, ConvertUnicode: &convertUnicodeMyanmarIdcardRequestBody, Image: &imageMyanmarIdcardRequestBody, } response, err := client.RecognizeMyanmarIdcard(request) if err == nil { fmt.Printf("%+v\n", response) } else { fmt.Println(err) } }
- 传入缅文身份证图片的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.RecognizeMyanmarIdcardRequest{} returnIdcardTypeMyanmarIdcardRequestBody:= true returnPortraitLocationMyanmarIdcardRequestBody:= true returnPortraitImageMyanmarIdcardRequestBody:= true returnConfidenceMyanmarIdcardRequestBody:= true convertUnicodeMyanmarIdcardRequestBody:= true urlMyanmarIdcardRequestBody:= "https://BucketName.obs.myhuaweicloud.com/ObjectName" request.Body = &model.MyanmarIdcardRequestBody{ ReturnIdcardType: &returnIdcardTypeMyanmarIdcardRequestBody, ReturnPortraitLocation: &returnPortraitLocationMyanmarIdcardRequestBody, ReturnPortraitImage: &returnPortraitImageMyanmarIdcardRequestBody, ReturnConfidence: &returnConfidenceMyanmarIdcardRequestBody, ConvertUnicode: &convertUnicodeMyanmarIdcardRequestBody, Url: &urlMyanmarIdcardRequestBody, } response, err := client.RecognizeMyanmarIdcard(request) if err == nil { fmt.Printf("%+v\n", response) } else { fmt.Println(err) } }
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