调用移动云OCR识别身份证

这篇具有很好参考价值的文章主要介绍了调用移动云OCR识别身份证。希望对大家有所帮助。如果存在错误或未考虑完全的地方,请大家不吝赐教,您也可以点击"举报违法"按钮提交疑问。

一.开通移动云OCR服务

在下面这个网址开通免费服务,,每个账号可免费使用500次,先要实名认证。 

通用文字识别 (10086.cn)https://ecloud.10086.cn/home/product-introduction/Generalverify

有两种方式:

调用移动云OCR识别身份证

这里选择第二种 。

二.下载python_sdk测试代码

Python_SDK下载 (10086.cn)https://ecloud.10086.cn/op-help-center/doc/article/40776然后在pycharm中打开上面下载好的文件。

三.测试OCR功能

1.打开文件

打开OCRTest.py文件: 

调用移动云OCR识别身份证

调用移动云OCR识别身份证 里面的每个函数都是开通的OCR服务类型,你开通哪项服务,就配置哪个函数,对照表:

产品名称

服务名称

接口名称

请求路径

通用文字识别

通用类识别

网络图片文字识别

/api/ocr/v1/webimage

通用印刷体识别

/api/ocr/v1/general

通用手写体识别

/api/ocr/v1/handwriting

视频文字识别(视频上传)

/api/ocr/v1/videoupload

视频文字识别(视频文字识别结果查询)

/api/ocr/v1/videoresult

防疫核酸报告识别

/api/ocr/v1/nat

文档类识别

文档识别

/api/ocr/v1/generic

表格识别

/api/ocr/v1/form

卡证识别

卡证识别

身份证识别

/api/ocr/v1/idcard

营业执照识别(标准版)

/api/ocr/v1/businesslicense

营业执照识别(特殊版)

/api/ocr/v1/enterpriselicense

银行卡识别

/api/ocr/v1/bankcard

名片识别

/api/ocr/v1/businesscard

票据识别

票据识别

火车票识别

/api/ocr/v1/trainticket

增值税发票识别

/api/ocr/v1/invoice

出租车发票识别

/api/ocr/v1/taxiinvoice

定额发票识别

/api/ocr/v1/fixedinvoice

机票行程单识别

/api/ocr/v1/flights

过路费发票识别

/api/ocr/v1/toll

混贴票据识别

/api/ocr/v1/mixedbills

行业文字识别

资产类识别

印章检测

/api/ocr/v1/seal

印章识别

/api/ocr/v1/sealrecognition

汽车类识别

车牌识别

/api/ocr/v1/licenseplate

行驶证识别

/api/ocr/v1/driving

驾驶证识别

/api/ocr/v1/drive

VIN码识别

/api/ocr/v1/vincode

仪器仪表类识别

电表识别

/api/ocr/v1/ammeter

教育类识别

公式识别

/api/ocr/v1/formula

自定义模板识别

自定义模板识别

自定义模板识别

/api/ocr/v1/selfdefinition

智能结构化识别

智能结构化识别

/api/ocr/v1/smartstructure

 2.配置函数

 比如我开通的服务是网络图片文字识别,配置的函数是:

def request_webimage_file():
    print("请求File参数")
    requesturl = '/api/ocr/v1/webimage'    #填写对照表中的api地址
    #填写要识别图片的路径,代码包里提供了两张图片
    imagepath = 'C:\\Users\\zhuli\\Desktop\\smartlib_python_sdk\\test_code\\sfz.jpg'  
    try:
        ocr_client = CMSSEcloudOcrClient(accesskey, secretkey, url)
        response = ocr_client.request_ocr_service_file(requestpath=requesturl, imagepath= imagepath)
        print(response.text)
        
    except ValueError as e:
        print(e)
  • 第1行,引入我们的CMSSEcloudOcrClient类
  • 第3和第4行为用户的AK、SK信息
  • 第7行为requesturl参数为接口请求地址
  • 第8行为请求图片的路径
  • 第11行发起https请求,示例中request_ocr_service_file接收的图片的路径,同时还支持request_ocr_service_url(接收URL参数)和request_ocr_service_base64(接收图片base64编码)
  • 第12行打印响应内容

 3.配置移动云API调用所需的“AccessKey”、“SecretKey”

 进入该网址:https://ecloud.10086.cn/api/page/op-usercenter-static/#/aksk?productType=accesskeyhttps://ecloud.10086.cn/api/page/op-usercenter-static/#/aksk?productType=accesskey

调用移动云OCR识别身份证 点击左上角的创建可创建密钥,会生成一个excel文件,里面有“AccessKey”、“SecretKey”。

找到OCRTest.py的这两行:

调用移动云OCR识别身份证

 将密钥填入对应的位置。

然后在终端输入:

python setup.py install

4.图片识别

调用移动云OCR识别身份证

 运行OCRTest.py文件,终端输出:

"C:\Users\ysy2001 0615\Desktop\PythonSDK\Python_SDK\venv\Scripts\python.exe" "C:\Users\ysy2001 0615\Desktop\PythonSDK\Python_SDK\test_code\OCRTest.py" 
请求File参数
{"requestId":"reqId-db2d0b5745d0a3dbf1689-9e8075e5-2","state":"OK","body":{"content":{"prism_wnum":11,"prism_wordsInfo":[{"prob":0.6822017431259155,"position":[{"x":64,"y":37},{"x":21,"y":39},{"x":21,"y":27},{"x":63,"y":25}],"word":"姓名","chars":[{"pos":[{"x":24,"y":25},{"x":36,"y":25},{"x":36,"y":39},{"x":24,"y":39}],"confidence":0.0956088437898568,"char":"姓"},{"pos":[{"x":39,"y":25},{"x":51,"y":25},{"x":51,"y":39},{"x":39,"y":39}],"confidence":0.08598547386547697,"char":"名"}]},{"prob":0.7948694229125977,"position":[{"x":99,"y":38},{"x":57,"y":38},{"x":57,"y":23},{"x":100,"y":23}],"word":"韦小宝","chars":[{"pos":[{"x":60,"y":23},{"x":72,"y":23},{"x":72,"y":38},{"x":60,"y":38}],"confidence":0.08316039122068702,"char":"韦"},{"pos":[{"x":70,"y":23},{"x":83,"y":23},{"x":83,"y":38},{"x":70,"y":38}],"confidence":0.09125237194941925,"char":"小"},{"pos":[{"x":81,"y":23},{"x":93,"y":23},{"x":93,"y":38},{"x":81,"y":38}],"confidence":0.09230028952018327,"char":"宝"}]},{"prob":0.6656411290168762,"position":[{"x":75,"y":65},{"x":20,"y":65},{"x":20,"y":47},{"x":75,"y":47}],"word":"性别男","chars":[{"pos":[{"x":21,"y":47},{"x":37,"y":47},{"x":37,"y":65},{"x":21,"y":65}],"confidence":0.0872939909963341,"char":"性"},{"pos":[{"x":31,"y":47},{"x":47,"y":47},{"x":47,"y":65},{"x":31,"y":65}],"confidence":0.07940399219819497,"char":"别"},{"pos":[{"x":49,"y":47},{"x":65,"y":47},{"x":65,"y":65},{"x":49,"y":65}],"confidence":0.08107724526057385,"char":"男"}]},{"prob":0.7900686860084534,"position":[{"x":131,"y":63},{"x":88,"y":61},{"x":89,"y":47},{"x":132,"y":49}],"word":"民族汉","chars":[{"pos":[{"x":89,"y":47},{"x":102,"y":47},{"x":102,"y":63},{"x":89,"y":63}],"confidence":0.09217217634938077,"char":"民"},{"pos":[{"x":102,"y":47},{"x":114,"y":47},{"x":114,"y":63},{"x":102,"y":63}],"confidence":0.09340092631165517,"char":"族"},{"pos":[{"x":114,"y":47},{"x":127,"y":47},{"x":127,"y":63},{"x":114,"y":63}],"confidence":0.09088020316953409,"char":"汉"}]},{"prob":0.8024003505706787,"position":[{"x":61,"y":84},{"x":22,"y":84},{"x":22,"y":71},{"x":61,"y":72}],"word":"出生","chars":[{"pos":[{"x":23,"y":71},{"x":34,"y":71},{"x":34,"y":84},{"x":23,"y":84}],"confidence":0.07454915327918127,"char":"出"},{"pos":[{"x":35,"y":71},{"x":47,"y":71},{"x":47,"y":84},{"x":35,"y":84}],"confidence":0.0838299437269847,"char":"生"}]},{"prob":0.8024003505706787,"position":[{"x":159,"y":85},{"x":56,"y":86},{"x":56,"y":72},{"x":159,"y":71}],"word":"1654年12月20日","chars":[{"pos":[{"x":57,"y":71},{"x":63,"y":71},{"x":63,"y":86},{"x":57,"y":86}],"confidence":0.08048306484940677,"char":"1"},{"pos":[{"x":60,"y":71},{"x":66,"y":71},{"x":66,"y":86},{"x":60,"y":86}],"confidence":0.07077925460296725,"char":"6"},{"pos":[{"x":62,"y":71},{"x":68,"y":71},{"x":68,"y":86},{"x":62,"y":86}],"confidence":0.07927936587835137,"char":"5"},{"pos":[{"x":65,"y":71},{"x":71,"y":71},{"x":71,"y":86},{"x":65,"y":86}],"confidence":0.08434467112840616,"char":"4"},{"pos":[{"x":70,"y":71},{"x":76,"y":71},{"x":76,"y":86},{"x":70,"y":86}],"confidence":0.08105277973402224,"char":"年"},{"pos":[{"x":75,"y":71},{"x":81,"y":71},{"x":81,"y":86},{"x":75,"y":86}],"confidence":0.08495977211713442,"char":"1"},{"pos":[{"x":78,"y":71},{"x":84,"y":71},{"x":84,"y":86},{"x":78,"y":86}],"confidence":0.09189763192040779,"char":"2"},{"pos":[{"x":82,"y":71},{"x":88,"y":71},{"x":88,"y":86},{"x":82,"y":86}],"confidence":0.07305568947744293,"char":"月"},{"pos":[{"x":87,"y":71},{"x":93,"y":71},{"x":93,"y":86},{"x":87,"y":86}],"confidence":0.07719586748106957,"char":"2"},{"pos":[{"x":89,"y":71},{"x":95,"y":71},{"x":95,"y":86},{"x":89,"y":86}],"confidence":0.08392865783456832,"char":"0"},{"pos":[{"x":94,"y":71},{"x":100,"y":71},{"x":100,"y":86},{"x":94,"y":86}],"confidence":0.08628613377026872,"char":"日"}]},{"prob":0.7320006489753723,"position":[{"x":58,"y":108},{"x":22,"y":108},{"x":22,"y":97},{"x":58,"y":97}],"word":"住址","chars":[{"pos":[{"x":24,"y":97},{"x":34,"y":97},{"x":34,"y":108},{"x":24,"y":108}],"confidence":0.09009406955958693,"char":"住"},{"pos":[{"x":37,"y":97},{"x":47,"y":97},{"x":47,"y":108},{"x":37,"y":108}],"confidence":0.08240888515657947,"char":"址"}]},{"prob":0.7900686860084534,"position":[{"x":190,"y":108},{"x":55,"y":107},{"x":55,"y":97},{"x":190,"y":97}],"word":"北京市东城区景山前街4号","chars":[{"pos":[{"x":58,"y":97},{"x":66,"y":97},{"x":66,"y":108},{"x":58,"y":108}],"confidence":0.08713626978853328,"char":"北"},{"pos":[{"x":66,"y":97},{"x":75,"y":97},{"x":75,"y":108},{"x":66,"y":108}],"confidence":0.09658446442664059,"char":"京"},{"pos":[{"x":75,"y":97},{"x":82,"y":97},{"x":82,"y":108},{"x":75,"y":108}],"confidence":0.09711321959702555,"char":"市"},{"pos":[{"x":82,"y":97},{"x":89,"y":97},{"x":89,"y":108},{"x":82,"y":108}],"confidence":0.09856503984905221,"char":"东"},{"pos":[{"x":89,"y":97},{"x":96,"y":97},{"x":96,"y":108},{"x":89,"y":108}],"confidence":0.08821399269578022,"char":"城"},{"pos":[{"x":98,"y":97},{"x":106,"y":97},{"x":106,"y":108},{"x":98,"y":108}],"confidence":0.08318493837647765,"char":"区"},{"pos":[{"x":104,"y":97},{"x"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Process finished with exit code 0
 

调用移动云OCR识别身份证

 识别成功,但是数据是混乱的,要清洗数据。

参考文献:

[1]使用SDK调用OCR服务 (10086.cn)

[2]移动云官网_云主机_云空间_CDN_云硬盘_云数据库 (10086.cn) 文章来源地址https://www.toymoban.com/news/detail-428224.html

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