JAVA演示阿里云图像识别API,印刷文字识别-营业执照识别
作者：WDC 发布时间：2022-04-21 15:05:22
标签：JAVA,图像识别
最近有由于需要，我开始接触阿里云的云市场的印刷文字识别-营业执照识别这里我加上了官网的申请说明，只要你有阿里云账号就可以用，前500次是免费的，API说明很简陋，只能做个简单参考。
一、API介绍
JAVA示例：
public static void main(String[] args) {
String host = "https://dm-58.data.aliyun.com";
String path = "/rest/160601/ocr/ocr_business_license.json";
String method = "POST";
String appcode = "你自己的AppCode";
Map<String, String> headers = new HashMap<String, String>();
//最后在header中的格式(中间是英文空格)为Authorization:APPCODE 83359fd73fe94948385f570e3c139105
headers.put("Authorization", "APPCODE " + appcode);
//根据API的要求，定义相对应的Content-Type
headers.put("Content-Type", "application/json; charset=UTF-8");
Map<String, String> querys = new HashMap<String, String>();
String bodys = "{\"image\":\"对图片内容进行Base64编码\"}";
try {
/**
* 重要提示如下:
* HttpUtils请从
* https://github.com/aliyun/api-gateway-demo-sign-java/blob/master/src/main/java/com/aliyun/api/gateway/demo/util/HttpUtils.java
* 下载
*
* 相应的依赖请参照
* https://github.com/aliyun/api-gateway-demo-sign-java/blob/master/pom.xml
*/
HttpResponse response = HttpUtils.doPost(host, path, method, headers, querys, bodys);
System.out.println(response.toString());
//获取response的body
//System.out.println(EntityUtils.toString(response.getEntity()));
} catch (Exception e) {
e.printStackTrace();
}
}
返回码：
{
"config_str" : "null\n", #配置字符串信息
"angle" : float, #输入图片的角度（顺时针旋转），［0， 90， 180，270］
"reg_num" : string, #注册号，没有识别出来时返回"FailInRecognition"
"name" : string, #公司名称，没有识别出来时返回"FailInRecognition"
"type" : string, #公司类型，没有识别出来时返回"FailInRecognition"
"person" : string, #公司法人，没有识别出来时返回"FailInRecognition"
"establish_date": string, #公司注册日期(例：证件上为"2014年04月16日"，算法返回"20140416")
"valid_period": string, #公司营业期限终止日期(例：证件上为"2014年04月16日至2034年04月15日"，算法返回"20340415")
#当前算法将日期格式统一为输出为"年月日"(如"20391130"),并将"长期"表示为"29991231"，若证件上没有营业期限，则默认其为"长期",返回"29991231"。
"address" : string, #公司地址，没有识别出来时返回"FailInRecognition"
"capital" : string, #注册资本，没有识别出来时返回"FailInRecognition"
"business": string, #经营范围，没有识别出来时返回"FailInRecognition"
"emblem" : string, #国徽位置［top,left,height,width］，没有识别出来时返回"FailInDetection"
"title" : string, #标题位置［top,left,height,width］，没有识别出来时返回"FailInDetection"
"stamp" : string, #印章位置［top,left,height,width］，没有识别出来时返回"FailInDetection"
"qrcode" : string, #二维码位置［top,left,height,width］，没有识别出来时返回"FailInDetection"
"success" : bool, #识别成功与否 true/false
"request_id": string
}
购买后，在云市场列表里展示，你可要点击进去查看AppCode等其主要信息（接口调用里需要AppCode）
简单的API介绍，但挺有效了的，唯一不好的就是没有错误返回码的描述，需要自己测试。
二、代码开发
闲话少说，上代码：
AliyunImageRecognitionUtil ：阿里云图像识别工具类
package com.casic.cloud.qcy.util;
import java.io.FileInputStream;
import java.io.IOException;
import java.io.InputStream;
import java.util.HashMap;
import java.util.Map;
import org.apache.http.HttpResponse;
import org.apache.http.util.EntityUtils;
import org.springframework.web.multipart.commons.CommonsMultipartFile;
import com.alibaba.fastjson.JSONObject;
import com.casic.cloud.qcy.constant.Constants;
import sun.misc.BASE64Encoder;
/**
* @ClassName: AliyunImageRecognitionUtil
* @Description: 阿里云图像识别工具类
* @author: tianpengw
* @date 2019年3月21日 上午8:49:08
*
*/
public class AliyunImageRecognitionUtil {
private static String businessLicenceHost = PropertiesUtil.getProperties("businessLicenceHost");
private static String businessLicencePath = PropertiesUtil.getProperties("businessLicencePath");
private static String method = "POST";
private static String appCode = PropertiesUtil.getProperties("appCode");
/**
*
* @Description: 根据文件全路径识别
* @author: tianpengw
* @param imgPath
* @return
*/
public static Map<String,Object> bussinessLicenceRecognition(String imgPath){
Map<String,Object> resultMap = new HashMap<String,Object>();
Map<String, String> headers = new HashMap<String, String>();
//最后在header中的格式(中间是英文空格)为Authorization:APPCODE 83359fd73fe94948385f570e3c139105
headers.put("Authorization", "APPCODE " + appCode);
headers.put("Content-Type", "application/json; charset=UTF-8");
Map<String, String> querys = new HashMap<String, String>();
String bodys = "{\"image\":\""+imageToBase64Str(imgPath)+"\"}";
try {
/**
* 重要提示如下:
* HttpUtils请从
* https://github.com/aliyun/api-gateway-demo-sign-java/blob/master/src/main/java/com/aliyun/api/gateway/demo/util/HttpUtils.java
* 下载
*
* 相应的依赖请参照
* https://github.com/aliyun/api-gateway-demo-sign-java/blob/master/pom.xml
*/
HttpResponse response = AliyunHttpUtils.doPost(businessLicenceHost, businessLicencePath, method, headers, querys, bodys);
String resStr = EntityUtils.toString(response.getEntity());
System.out.println(resStr);
resultMap = JSONObject.parseObject(resStr, Map.class);
//获取response的body
} catch (Exception e) {
e.printStackTrace();
}
return resultMap;
}
/**
*
* @Description: 根据InputStream识别
* @author: tianpengw
* @param imgPath
* @return
*/
public static Map<String,Object> bussinessLicenceRecognition(InputStream inputStream){
Map<String,Object> resultMap = new HashMap<String,Object>();
Map<String, String> headers = new HashMap<String, String>();
//最后在header中的格式(中间是英文空格)为Authorization:APPCODE 83359fd73fe94948385f570e3c139105
headers.put("Authorization", "APPCODE " + appCode);
headers.put("Content-Type", "application/json; charset=UTF-8");
Map<String, String> querys = new HashMap<String, String>();
// 加密
BASE64Encoder encoder = new BASE64Encoder();
byte[] data = null;
try {
data = new byte[inputStream.available()];
inputStream.read(data);
inputStream.close();
} catch (IOException e) {
e.printStackTrace();
}
String bodys = "{\"image\":\""+encoder.encode(data)+"\"}";
try {
/**
* 重要提示如下:
* HttpUtils请从
* https://github.com/aliyun/api-gateway-demo-sign-java/blob/master/src/main/java/com/aliyun/api/gateway/demo/util/HttpUtils.java
* 下载
*
* 相应的依赖请参照
* https://github.com/aliyun/api-gateway-demo-sign-java/blob/master/pom.xml
*/
HttpResponse response = AliyunHttpUtils.doPost(businessLicenceHost, businessLicencePath, method, headers, querys, bodys);
String resStr = EntityUtils.toString(response.getEntity());
System.out.println(resStr);
resultMap = JSONObject.parseObject(resStr, Map.class);
resultMap.put("errCode", Constants.RESULT_SUCCESS);
//获取response的body
} catch (Exception e) {
e.printStackTrace();
resultMap.put("errCode", Constants.RESULT_FAIL);
}
return resultMap;
}
/**
*
* @Description: 根据byte[]识别
* @author: tianpengw
* @param imgPath
* @return
*/
public static Map<String,Object> bussinessLicenceRecognition( byte[] data){
Map<String,Object> resultMap = new HashMap<String,Object>();
Map<String, String> headers = new HashMap<String, String>();
//最后在header中的格式(中间是英文空格)为Authorization:APPCODE 83359fd73fe94948385f570e3c139105
headers.put("Authorization", "APPCODE " + appCode);
headers.put("Content-Type", "application/json; charset=UTF-8");
Map<String, String> querys = new HashMap<String, String>();
// 加密
BASE64Encoder encoder = new BASE64Encoder();
String bodys = "{\"image\":\""+encoder.encode(data)+"\"}";
try {
/**
* 重要提示如下:
* HttpUtils请从
* https://github.com/aliyun/api-gateway-demo-sign-java/blob/master/src/main/java/com/aliyun/api/gateway/demo/util/HttpUtils.java
* 下载
*
* 相应的依赖请参照
* https://github.com/aliyun/api-gateway-demo-sign-java/blob/master/pom.xml
*/
HttpResponse response = AliyunHttpUtils.doPost(businessLicenceHost, businessLicencePath, method, headers, querys, bodys);
String resStr = EntityUtils.toString(response.getEntity());
System.out.println(resStr);
resultMap = JSONObject.parseObject(resStr, Map.class);
resultMap.put("errCode", Constants.RESULT_SUCCESS);
//获取response的body
} catch (Exception e) {
e.printStackTrace();
resultMap.put("errCode", Constants.RESULT_FAIL);
}
return resultMap;
}
/**
* 图片转base64字符串
* @param imgFile 图片路径
* @return
*/
public static String imageToBase64Str(String imgFile) {
InputStream inputStream = null;
byte[] data = null;
try {
inputStream = new FileInputStream(imgFile);
data = new byte[inputStream.available()];
inputStream.read(data);
inputStream.close();
} catch (IOException e) {
e.printStackTrace();
}
// 加密
BASE64Encoder encoder = new BASE64Encoder();
return encoder.encode(data);
}
public static void main(String[] args) {
String imgPath = "d:/yyzznew1.jpg";
Map<String,Object> map = AliyunImageRecognitionUtil.bussinessLicenceRecognition(imgPath);
System.out.println(map.get("person"));
System.out.println(map.get("reg_num"));
}
}
AliyunHttpUtils ：阿里云httpUtils
package com.casic.cloud.qcy.util;
import java.io.UnsupportedEncodingException;
import java.net.URLEncoder;
import java.security.KeyManagementException;
import java.security.NoSuchAlgorithmException;
import java.security.cert.X509Certificate;
import java.util.ArrayList;
import java.util.List;
import java.util.Map;
import javax.net.ssl.SSLContext;
import javax.net.ssl.TrustManager;
import javax.net.ssl.X509TrustManager;
import org.apache.commons.lang.StringUtils;
import org.apache.http.HttpResponse;
import org.apache.http.NameValuePair;
import org.apache.http.client.HttpClient;
import org.apache.http.client.entity.UrlEncodedFormEntity;
import org.apache.http.client.methods.HttpDelete;
import org.apache.http.client.methods.HttpGet;
import org.apache.http.client.methods.HttpPost;
import org.apache.http.client.methods.HttpPut;
import org.apache.http.conn.ClientConnectionManager;
import org.apache.http.conn.scheme.Scheme;
import org.apache.http.conn.scheme.SchemeRegistry;
import org.apache.http.conn.ssl.SSLSocketFactory;
import org.apache.http.entity.ByteArrayEntity;
import org.apache.http.entity.StringEntity;
import org.apache.http.impl.client.DefaultHttpClient;
import org.apache.http.message.BasicNameValuePair;
/**
* @ClassName: AliyunHttpUtils
* @Description:
* @author: tianpengw
* @date 2019年3月21日 上午8:44:51
*
*/
public class AliyunHttpUtils {
/**
* get
*
* @param host
* @param path
* @param method
* @param headers
* @param querys
* @return
* @throws Exception
*/
public static HttpResponse doGet(String host, String path, String method,
Map<String, String> headers,
Map<String, String> querys)
throws Exception {
HttpClient httpClient = wrapClient(host);
HttpGet request = new HttpGet(buildUrl(host, path, querys));
for (Map.Entry<String, String> e : headers.entrySet()) {
request.addHeader(e.getKey(), e.getValue());
}
return httpClient.execute(request);
}
/**
* post form
*
* @param host
* @param path
* @param method
* @param headers
* @param querys
* @param bodys
* @return
* @throws Exception
*/
public static HttpResponse doPost(String host, String path, String method,
Map<String, String> headers,
Map<String, String> querys,
Map<String, String> bodys)
throws Exception {
HttpClient httpClient = wrapClient(host);
HttpPost request = new HttpPost(buildUrl(host, path, querys));
for (Map.Entry<String, String> e : headers.entrySet()) {
request.addHeader(e.getKey(), e.getValue());
}
if (bodys != null) {
List<NameValuePair> nameValuePairList = new ArrayList<NameValuePair>();
for (String key : bodys.keySet()) {
nameValuePairList.add(new BasicNameValuePair(key, bodys.get(key)));
}
UrlEncodedFormEntity formEntity = new UrlEncodedFormEntity(nameValuePairList, "utf-8");
formEntity.setContentType("application/x-www-form-urlencoded; charset=UTF-8");
request.setEntity(formEntity);
}
return httpClient.execute(request);
}
/**
* Post String
*
* @param host
* @param path
* @param method
* @param headers
* @param querys
* @param body
* @return
* @throws Exception
*/
public static HttpResponse doPost(String host, String path, String method,
Map<String, String> headers,
Map<String, String> querys,
String body)
throws Exception {
HttpClient httpClient = wrapClient(host);
HttpPost request = new HttpPost(buildUrl(host, path, querys));
for (Map.Entry<String, String> e : headers.entrySet()) {
request.addHeader(e.getKey(), e.getValue());
}
if (StringUtils.isNotBlank(body)) {
request.setEntity(new StringEntity(body, "utf-8"));
}
return httpClient.execute(request);
}
/**
* Post stream
*
* @param host
* @param path
* @param method
* @param headers
* @param querys
* @param body
* @return
* @throws Exception
*/
public static HttpResponse doPost(String host, String path, String method,
Map<String, String> headers,
Map<String, String> querys,
byte[] body)
throws Exception {
HttpClient httpClient = wrapClient(host);
HttpPost request = new HttpPost(buildUrl(host, path, querys));
for (Map.Entry<String, String> e : headers.entrySet()) {
request.addHeader(e.getKey(), e.getValue());
}
if (body != null) {
request.setEntity(new ByteArrayEntity(body));
}
return httpClient.execute(request);
}
/**
* Put String
* @param host
* @param path
* @param method
* @param headers
* @param querys
* @param body
* @return
* @throws Exception
*/
public static HttpResponse doPut(String host, String path, String method,
Map<String, String> headers,
Map<String, String> querys,
String body)
throws Exception {
HttpClient httpClient = wrapClient(host);
HttpPut request = new HttpPut(buildUrl(host, path, querys));
for (Map.Entry<String, String> e : headers.entrySet()) {
request.addHeader(e.getKey(), e.getValue());
}
if (StringUtils.isNotBlank(body)) {
request.setEntity(new StringEntity(body, "utf-8"));
}
return httpClient.execute(request);
}
/**
* Put stream
* @param host
* @param path
* @param method
* @param headers
* @param querys
* @param body
* @return
* @throws Exception
*/
public static HttpResponse doPut(String host, String path, String method,
Map<String, String> headers,
Map<String, String> querys,
byte[] body)
throws Exception {
HttpClient httpClient = wrapClient(host);
HttpPut request = new HttpPut(buildUrl(host, path, querys));
for (Map.Entry<String, String> e : headers.entrySet()) {
request.addHeader(e.getKey(), e.getValue());
}
if (body != null) {
request.setEntity(new ByteArrayEntity(body));
}
return httpClient.execute(request);
}
/**
* Delete
*
* @param host
* @param path
* @param method
* @param headers
* @param querys
* @return
* @throws Exception
*/
public static HttpResponse doDelete(String host, String path, String method,
Map<String, String> headers,
Map<String, String> querys)
throws Exception {
HttpClient httpClient = wrapClient(host);
HttpDelete request = new HttpDelete(buildUrl(host, path, querys));
for (Map.Entry<String, String> e : headers.entrySet()) {
request.addHeader(e.getKey(), e.getValue());
}
return httpClient.execute(request);
}
private static String buildUrl(String host, String path, Map<String, String> querys) throws UnsupportedEncodingException {
StringBuilder sbUrl = new StringBuilder();
sbUrl.append(host);
if (!StringUtils.isBlank(path)) {
sbUrl.append(path);
}
if (null != querys) {
StringBuilder sbQuery = new StringBuilder();
for (Map.Entry<String, String> query : querys.entrySet()) {
if (0 < sbQuery.length()) {
sbQuery.append("&");
}
if (StringUtils.isBlank(query.getKey()) && !StringUtils.isBlank(query.getValue())) {
sbQuery.append(query.getValue());
}
if (!StringUtils.isBlank(query.getKey())) {
sbQuery.append(query.getKey());
if (!StringUtils.isBlank(query.getValue())) {
sbQuery.append("=");
sbQuery.append(URLEncoder.encode(query.getValue(), "utf-8"));
}
}
}
if (0 < sbQuery.length()) {
sbUrl.append("?").append(sbQuery);
}
}
return sbUrl.toString();
}
private static HttpClient wrapClient(String host) {
HttpClient httpClient = new DefaultHttpClient();
if (host.startsWith("https://")) {
sslClient(httpClient);
}
return httpClient;
}
private static void sslClient(HttpClient httpClient) {
try {
SSLContext ctx = SSLContext.getInstance("TLS");
X509TrustManager tm = new X509TrustManager() {
public X509Certificate[] getAcceptedIssuers() {
return null;
}
public void checkClientTrusted(X509Certificate[] xcs, String str) {
}
public void checkServerTrusted(X509Certificate[] xcs, String str) {
}
};
ctx.init(null, new TrustManager[] { tm }, null);
SSLSocketFactory ssf = new SSLSocketFactory(ctx);
ssf.setHostnameVerifier(SSLSocketFactory.ALLOW_ALL_HOSTNAME_VERIFIER);
ClientConnectionManager ccm = httpClient.getConnectionManager();
SchemeRegistry registry = ccm.getSchemeRegistry();
registry.register(new Scheme("https", 443, ssf));
} catch (KeyManagementException ex) {
throw new RuntimeException(ex);
} catch (NoSuchAlgorithmException ex) {
throw new RuntimeException(ex);
}
}
}
PropertiesUtil ：读取配置文件工具
package com.casic.cloud.qcy.util;
import java.io.IOException;
import java.io.InputStream;
import java.util.Properties;
import org.apache.logging.log4j.LogManager;
import org.apache.logging.log4j.Logger;
/**
* @ClassName: PropertiesUtil
* @Description:
* @author tianpengw
* @date 2018年6月27日 下午3:09:08
*
*/
public class PropertiesUtil {
private static Logger log = LogManager.getLogger(PropertiesUtil.class);
private static Properties prop;
static{
try{
if(null == prop){
prop = new Properties();
}
InputStream fis = null;
fis = ClassLoaderUtils.getResourceAsStream("common.properties", PropertiesUtil.class);
if(fis!=null){
prop.load(fis);// 将属性文件流装载到Properties对象中
fis.close();// 关闭流
}
}catch (Exception e) {
log.error("读取配置文件出错：" + e );
}
}
/**
*
* @Description: 根据key获取配置的值
* @author tianpengw
* @param key
* @return
*/
public static String getProperties(String key){
if(key==null) return null;
return prop.getProperty(key);
}
/**
*
* @Description:
* @author tianpengw
* @param proper 读取配置的文件名称
* @param key
* @return
*/
public static String getPropertie(String resourceName,String key){
InputStream fis = ClassLoaderUtils.getResourceAsStream(resourceName, PropertiesUtil.class);
if(fis!=null){
try {
prop.load(fis);
fis.close();// 关闭流
} catch (IOException e) {
e.printStackTrace();
}
}
if(key==null) return null;
return prop.getProperty(key);
}
/**
*
* @Description: 根据key获取配置的值，若没有，则取传过来的默认的值
* @author tianpengw
* @param key
* @param defaultValue 默认值
* @return
*/
public static String getProperties(String key,String defaultValue){
if(key==null) return null;
return prop.getProperty(key, defaultValue);
}
}
配置文件common.properties（放在 src/main/resources下）
#aliyun business licence recognition
businessLicenceHost = https://dm-58.data.aliyun.com
businessLicencePath = /rest/160601/ocr/ocr_business_license.json
appCode = XXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXXX
三、测试结果
成功的结果：
失败结果，当处理非营业执照的图片时将会返回“invalid business licence”结果，我这么没有进行判断处理直接按照正确的json解析，所以报错，此处你们可以按照自己需求选择处理逻辑。从这返回结果也看的出该接口做的不合理，返回内容不统一，导致接口使用者，必须知晓各种情况才能做有效的处理，如果此处能返回json串，给错误码那对于调用者来说就方便多了。
四、后记
此API适合一般的营业执照和新的三证合一的营业执照，但是字段获取的含义不同，此处需要注意；
由于API并未列出错误码，在未知的错误情况还包含识别次数不够的时候是报错还是有错误提示（由于条件限制，此情况无法验证）；
工具是死的，人是活的，开发需要考虑尽可能多的情况，来保证代码的完善。
至此，工具介绍完毕，欢迎交流。
来源：https://blog.csdn.net/niaoer2010/article/details/89096901
0
投稿猜你喜欢
- 本文实例为大家分享了Java使用开源Rxtx实现串口通讯的具体代码，供大家参考，具体内容如下使用方法：windows平台：1、把rxtxPa
Java 利用poi把数据库中数据导入Excel效果:使用时先把poi包导入工程的path,注意只需要导入poi包即可,下载后有三个jar包- import java.io.IOException;import javax.xml.parsers.*;import javax.xml
- final，static，this，super 关键字总结正文开始@Assassin1. final 关键字：final 关键字，意思是最终
- 使用Mybatis的开发者，大多数都会遇到一个问题，就是要写大量的SQL在xml文件中，除了特殊的业务逻辑SQL之外，还有大量结构类似的增删
- 一.对象在JVM的内存结构JAVA内存管理由JVM来管理。1）堆，所有new出来的对象（包括成员变量）2）栈，所有局部变量（包括方法的参数）
- 1，添加依赖在project的build.gradle文件中添加dependencies { classpath 'co
- 在一个完整的项目中，如果每一个控制器的方法都返回不同的结果，那么对项目的维护和扩展都会很麻烦；并且现在主流的开发模式时前后端分离的模式，如果
- 本文实例为大家分享了java实现登录验证码功能的具体代码，供大家参考，具体内容如下登录验证码登录验证是大多数登录系统都会用到的一个功能，它的
- 一.hutool工具摘抄一段hutool工具的简介:Hutool是一个小而全的Java工具类库，通过静态方法封装，降低相关API的学习成本，
- 开门见山在IT圈里，每当我们谈论并发时，必定会说起在一台计算机上同时运行的一系列线程。如果这台电脑上有多个处理器或者是一个多核处理器，那么这
- 本文实例讲述了java实现的简单猜数字游戏代码。分享给大家供大家参考。具体代码如下：import java.util.InputMismat
- 这一篇我们说说Java线程Thread的interrupt中断机制。中断线程线程的thread.interrupt()方法是中断线程，将会设
- 就像集成JDBC和其他ORM框架一样，Spring也集成了iBatis。1，配置iBatis客户模板iBatis的核心是com.ibatis
- 有时候，我们在同一个activity里面有很多fragment，在横竖屏的时候，有些fragment要求重新加载数据，有些不需要，如何简单控
- 什么是异步调用？异步调用是相对于同步调用而言的，同步调用是指程序按预定顺序一步步执行，每一步必须等到上一步执行完后才能执行，异步调用则无需等
- 一、创建项目创建一个简单的Java项目，其中Main.java为主函数，包含main方法：二、完成JAR配置进入File->Proje
- 一、 通过JDK网络类Java.net.HttpURLConnection1.java.net包下的原生java api提供的http请求使
- 题目描述：在一个二维数组中（每个一维数组的长度相同），每一行都按照从左到右递增的顺序排序，每一列都按照从上到下递增的顺序排序。请完成一个函数
- 使用GroupingSearch对搜索结果进行分组Package org.apache.lucene.search.grouping Des
