java腾讯AI人脸对比对接代码实例
更新时间:2019年03月28日 10:11:43 作者:yjh44780791
这篇文章主要介绍了java腾讯AI人脸对比对接,文中通过示例代码介绍的非常详细,对大家的学习或者工作具有一定的参考学习价值,需要的朋友们下面随着小编来一起学习学习吧
技术栈:
- Spring boot 2.x
- 腾讯
- java版本1.8
注意事项:
- 本文内的“**.**”需要自己替换为自己的路径。
- 常量内的“**”需要自己定义自己内容。
- 业务中认证图片,上传至阿里云OSS上
话不多说,直接上代码
1、pom文件:
<!-- apache httpclient组件 --> <dependency> <groupId>org.apache.httpcomponents</groupId> <artifactId>httpclient</artifactId> <version>4.5.6</version> </dependency> <!-- https://mvnrepository.com/artifact/com.aliyun.oss/aliyun-sdk-oss --> <dependency> <groupId>com.aliyun.oss</groupId> <artifactId>aliyun-sdk-oss</artifactId> <version>2.2.1</version> </dependency>
2、人脸识别业务:FaceController文件:
package com.**.**.controller; import com.mb.initial.entity.Test; import com.mb.initial.enums.ResultEnum; import com.mb.initial.result.Result; import com.mb.initial.service.IFaceService; import com.mb.initial.util.ResultUtils; import io.swagger.annotations.Api; import io.swagger.annotations.ApiOperation; import io.swagger.annotations.ApiResponse; import io.swagger.annotations.ApiResponses; import org.slf4j.Logger; import org.slf4j.LoggerFactory; import org.springframework.beans.factory.annotation.Autowired; import org.springframework.web.bind.annotation.RequestMapping; import org.springframework.web.bind.annotation.RequestMethod; import org.springframework.web.bind.annotation.RequestParam; import org.springframework.web.bind.annotation.RestController; import javax.servlet.http.HttpServletRequest; import javax.servlet.http.HttpServletResponse; /** * 人脸识别业务 * @author: yanjianghua * @date: 2018/11/16 16:58 */ @Api(value = "人脸识别业务",description = "人脸识别业务") @ApiResponses(value = {@ApiResponse(code = 200, message = "success",response = Test.class)}) @RequestMapping(value = "/1.0/face",method = {RequestMethod.GET, RequestMethod.POST}) @RestController public class FaceController { private Logger log = LoggerFactory.getLogger(FaceController.class); @Autowired private IFaceService faceService; @ApiOperation(value = "人脸对比信息接口", notes = "人脸对比信息接口") @RequestMapping(value = "/getFaceCompare") public Result getFaceCompare(@RequestParam(value = "imageBaseAuthentication", required = false) String imageBaseAuthentication, @RequestParam(value = "imageBase", required = false) String imageBase, HttpServletResponse response, HttpServletRequest request) throws Exception{ if (imageBaseAuthentication == null || imageBase == null || "".equals(imageBase) || "".equals(imageBaseAuthentication)) { return ResultUtils.response(ResultEnum.PARAMETER_NULL); } Object result = faceService.getFaceCompare(imageBaseAuthentication, imageBase); if(result == null){ return ResultUtils.response(ResultEnum.ERROR); }else{ return ResultUtils.response(result); } } }
3、IFaceService文件:
package com.**.**.service; /** * * @author: yanjianghua * @date: 2018/11/16 16:49 */ public interface IFaceService { /** * 人脸对比API接口 * @param imageBaseAuthentication * @param imageBase * @return */ public Object getFaceCompare(String imageBaseAuthentication, String imageBase); }
4、逻辑实现类:IFaceServiceImpl
package com.**.**.service.impl; import com.alibaba.fastjson.JSON; import com.alibaba.fastjson.JSONObject; import com.**.**.constants.BaseConstants; import com.**.**.exception.BillingException; import com.**.**.result.HttpClientResult; import com.**.**.service.IFaceService; import com.**.**.util.HttpClientUtils; import com.**.**.util.MD5Utils; import com.**.**.util.TencentAISignUtils; import com.**.**.util.TimeUtils; import org.springframework.stereotype.Service; import java.io.IOException; import java.util.HashMap; import java.util.Map; /** * * @author: yanjianghua * @date: 2018/11/16 16:50 */ @Service public class IFaceServiceImpl implements IFaceService { @Override public Object getFaceCompare(String imageBaseAuthentication, String imageBase){ HttpClientResult result = null; Map<String, String> params = new HashMap<String, String>(); params.put("app_id", String.valueOf(BaseConstants.APP_ID_AI_OCR)); params.put("time_stamp", String.valueOf(System.currentTimeMillis() / 1000 + "")); params.put("nonce_str", MD5Utils.getCharAndNumr(10,3)); params.put("image_a", imageBaseAuthentication); params.put("image_b", imageBase); params.put("sign", ""); //获取sign String sign = null; try { //POST sign = TencentAISignUtils.getSignature(params); if(sign == null) { throw new BillingException("sign错误") ; } params.put("sign", sign); result = HttpClientUtils.doPost(BaseConstants.FACE_COMPARE_URL, params); if(result != null) { System.out.println("===faceCompare===:" + result.getContent()); JSONObject content = JSON.parseObject(result.getContent()); JSONObject resData = JSON.parseObject(content.getString("data")); return resData; } } catch (IOException e) { e.printStackTrace(); } catch (Exception e) { e.printStackTrace(); } return null; } }
5、http工具类:HttpClientUtils
package com.**.**.util; import java.io.IOException; import java.io.UnsupportedEncodingException; import java.util.ArrayList; import java.util.HashMap; import java.util.List; import java.util.Map; import java.util.Map.Entry; import java.util.Set; import java.io.BufferedReader; import java.io.BufferedWriter; import java.io.InputStream; import java.io.InputStreamReader; import java.io.OutputStream; import java.io.OutputStreamWriter; import java.net.HttpURLConnection; import java.net.URL; import org.apache.http.HttpStatus; import org.apache.http.NameValuePair; import org.apache.http.client.config.RequestConfig; import org.apache.http.client.entity.UrlEncodedFormEntity; import org.apache.http.client.methods.CloseableHttpResponse; import org.apache.http.client.methods.HttpDelete; import org.apache.http.client.methods.HttpEntityEnclosingRequestBase; 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.client.methods.HttpRequestBase; import org.apache.http.client.utils.URIBuilder; import org.apache.http.impl.client.CloseableHttpClient; import org.apache.http.impl.client.HttpClients; import org.apache.http.message.BasicNameValuePair; import org.apache.http.util.EntityUtils; import com.**.**.result.HttpClientResult; /** * Description: httpClient工具类 * * @author JourWon * @date Created on 2018年11月30 日 */ public class HttpClientUtils { //编码格式。发送编码格式统一用UTF-8 private static final String ENCODING = "UTF-8"; //设置连接超时时间,单位毫秒。 private static final int CONNECT_TIMEOUT = 6000; //请求获取数据的超时时间(即响应时间),单位毫秒。 private static final int SOCKET_TIMEOUT = 6000; /** * 发送get请求;不带请求头和请求参数 * * @param url 请求地址 * @return * @throws Exception */ public static HttpClientResult doGet(String url) throws Exception { return doGet(url, null, null); } /** * 发送get请求;带请求参数 * * @param url 请求地址 * @param params 请求参数集合 * @return * @throws Exception */ public static HttpClientResult doGet(String url, Map<String, String> params) throws Exception { return doGet(url, null, params); } /** * 发送get请求;带请求头和请求参数 * * @param url 请求地址 * @param headers 请求头集合 * @param params 请求参数集合 * @return * @throws Exception */ public static HttpClientResult doGet(String url, Map<String, String> headers, Map<String, String> params) throws Exception { // 创建httpClient对象 CloseableHttpClient httpClient = HttpClients.createDefault(); // 创建访问的地址 URIBuilder uriBuilder = new URIBuilder(url); if (params != null) { Set<Entry<String, String>> entrySet = params.entrySet(); for (Entry<String, String> entry : entrySet) { uriBuilder.setParameter(entry.getKey(), entry.getValue()); } } // 创建http对象 HttpGet httpGet = new HttpGet(uriBuilder.build()); /** * setConnectTimeout:设置连接超时时间,单位毫秒。 * setConnectionRequestTimeout:设置从connect Manager(连接池)获取Connection * 超时时间,单位毫秒。这个属性是新加的属性,因为目前版本是可以共享连接池的。 * setSocketTimeout:请求获取数据的超时时间(即响应时间),单位毫秒。 如果访问一个接口,多少时间内无法返回数据,就直接放弃此次调用。 */ RequestConfig requestConfig = RequestConfig.custom().setConnectTimeout(CONNECT_TIMEOUT).setSocketTimeout(SOCKET_TIMEOUT).build(); httpGet.setConfig(requestConfig); // 设置请求头 packageHeader(headers, httpGet); // 创建httpResponse对象 CloseableHttpResponse httpResponse = null; try { // 执行请求并获得响应结果 return getHttpClientResult(httpResponse, httpClient, httpGet); } finally { // 释放资源 release(httpResponse, httpClient); } } /** * 发送post请求;不带请求头和请求参数 * * @param url 请求地址 * @return * @throws Exception */ public static HttpClientResult doPost(String url) throws Exception { return doPost(url, null, null); } /** * 发送post请求;带请求参数 * * @param url 请求地址 * @param params 参数集合 * @return * @throws Exception */ public static HttpClientResult doPost(String url, Map<String, String> params) throws Exception { return doPost(url, null, params); } /** * 发送post请求;带请求头和请求参数 * * @param url 请求地址 * @param headers 请求头集合 * @param params 请求参数集合 * @return * @throws Exception */ public static HttpClientResult doPost(String url, Map<String, String> headers, Map<String, String> params) throws Exception { // 创建httpClient对象 CloseableHttpClient httpClient = HttpClients.createDefault(); // 创建http对象 HttpPost httpPost = new HttpPost(url); /** * setConnectTimeout:设置连接超时时间,单位毫秒。 * setConnectionRequestTimeout:设置从connect Manager(连接池)获取Connection * 超时时间,单位毫秒。这个属性是新加的属性,因为目前版本是可以共享连接池的。 * setSocketTimeout:请求获取数据的超时时间(即响应时间),单位毫秒。 如果访问一个接口,多少时间内无法返回数据,就直接放弃此次调用。 */ RequestConfig requestConfig = RequestConfig.custom().setConnectTimeout(CONNECT_TIMEOUT).setSocketTimeout(SOCKET_TIMEOUT).build(); httpPost.setConfig(requestConfig); httpPost.setHeader("Content-Type", "application/x-www-form-urlencoded"); // 设置请求头 /*httpPost.setHeader("Cookie", ""); httpPost.setHeader("Connection", "keep-alive"); httpPost.setHeader("Accept", "application/json"); httpPost.setHeader("Accept-Language", "zh-CN,zh;q=0.9"); httpPost.setHeader("Accept-Encoding", "gzip, deflate, br"); httpPost.setHeader("User-Agent", "Mozilla/5.0 (Windows NT 10.0; WOW64) AppleWebKit/537.36 (KHTML, like Gecko) Chrome/65.0.3325.181 Safari/537.36");*/ packageHeader(headers, httpPost); // 封装请求参数 packageParam(params, httpPost); // 创建httpResponse对象 CloseableHttpResponse httpResponse = null; try { // 执行请求并获得响应结果 return getHttpClientResult(httpResponse, httpClient, httpPost); } finally { // 释放资源 release(httpResponse, httpClient); } } /** * 发送put请求;不带请求参数 * * @param url 请求地址 * @return * @throws Exception */ public static HttpClientResult doPut(String url) throws Exception { return doPut(url); } /** * 发送put请求;带请求参数 * * @param url 请求地址 * @param params 参数集合 * @return * @throws Exception */ public static HttpClientResult doPut(String url, Map<String, String> params) throws Exception { CloseableHttpClient httpClient = HttpClients.createDefault(); HttpPut httpPut = new HttpPut(url); RequestConfig requestConfig = RequestConfig.custom().setConnectTimeout(CONNECT_TIMEOUT).setSocketTimeout(SOCKET_TIMEOUT).build(); httpPut.setConfig(requestConfig); packageParam(params, httpPut); CloseableHttpResponse httpResponse = null; try { return getHttpClientResult(httpResponse, httpClient, httpPut); } finally { release(httpResponse, httpClient); } } /** * 发送delete请求;不带请求参数 * * @param url 请求地址 * @return * @throws Exception */ public static HttpClientResult doDelete(String url) throws Exception { CloseableHttpClient httpClient = HttpClients.createDefault(); HttpDelete httpDelete = new HttpDelete(url); RequestConfig requestConfig = RequestConfig.custom().setConnectTimeout(CONNECT_TIMEOUT).setSocketTimeout(SOCKET_TIMEOUT).build(); httpDelete.setConfig(requestConfig); CloseableHttpResponse httpResponse = null; try { return getHttpClientResult(httpResponse, httpClient, httpDelete); } finally { release(httpResponse, httpClient); } } /** * 发送delete请求;带请求参数 * * @param url 请求地址 * @param params 参数集合 * @return * @throws Exception */ public static HttpClientResult doDelete(String url, Map<String, String> params) throws Exception { if (params == null) { params = new HashMap<String, String>(); } params.put("_method", "delete"); return doPost(url, params); } /** * Description: 封装请求头 * @param params * @param httpMethod */ public static void packageHeader(Map<String, String> params, HttpRequestBase httpMethod) { // 封装请求头 if (params != null) { Set<Entry<String, String>> entrySet = params.entrySet(); for (Entry<String, String> entry : entrySet) { // 设置到请求头到HttpRequestBase对象中 httpMethod.setHeader(entry.getKey(), entry.getValue()); } } } /** * Description: 封装请求参数 * * @param params * @param httpMethod * @throws UnsupportedEncodingException */ public static void packageParam(Map<String, String> params, HttpEntityEnclosingRequestBase httpMethod) throws UnsupportedEncodingException { // 封装请求参数 if (params != null) { List<NameValuePair> nvps = new ArrayList<NameValuePair>(); Set<Entry<String, String>> entrySet = params.entrySet(); for (Entry<String, String> entry : entrySet) { nvps.add(new BasicNameValuePair(entry.getKey(), entry.getValue())); } // 设置到请求的http对象中 httpMethod.setEntity(new UrlEncodedFormEntity(nvps, ENCODING)); } } /** * Description: 获得响应结果 * * @param httpResponse * @param httpClient * @param httpMethod * @return * @throws Exception */ public static HttpClientResult getHttpClientResult(CloseableHttpResponse httpResponse, CloseableHttpClient httpClient, HttpRequestBase httpMethod) throws Exception { // 执行请求 httpResponse = httpClient.execute(httpMethod); // 获取返回结果 if (httpResponse != null && httpResponse.getStatusLine() != null) { String content = ""; if (httpResponse.getEntity() != null) { content = EntityUtils.toString(httpResponse.getEntity(), ENCODING); } return new HttpClientResult(httpResponse.getStatusLine().getStatusCode(), content); } return new HttpClientResult(HttpStatus.SC_INTERNAL_SERVER_ERROR); } /** * Description: 释放资源 * * @param httpResponse * @param httpClient * @throws IOException */ public static void release(CloseableHttpResponse httpResponse, CloseableHttpClient httpClient) throws IOException { // 释放资源 if (httpResponse != null) { httpResponse.close(); } if (httpClient != null) { httpClient.close(); } } }
6、http响应类
package com.**.**.result; import java.io.Serializable; /** * Description: 封装httpClient响应结果 * @author: yanjianghua * @date: 2018/9/12 13:45 */ public class HttpClientResult implements Serializable { private static final long serialVersionUID = 2168152194164783950L; /** * 响应状态码 */ private int code; /** * 响应数据 */ private String content; public HttpClientResult() { } public HttpClientResult(int code) { this.code = code; } public HttpClientResult(String content) { this.content = content; } public HttpClientResult(int code, String content) { this.code = code; this.content = content; } public int getCode() { return code; } public void setCode(int code) { this.code = code; } public String getContent() { return content; } public void setContent(String content) { this.content = content; } @Override public String toString() { return "HttpClientResult [code=" + code + ", content=" + content + "]"; } }
7、常量类:BaseConstants
package com.**.**.constants; /** * 常量类 */ public class BaseConstants { // 默认使用的redis的数据库 public static final Integer ASSETCENTER_DEFAULT_FLAG = 0; // redis的数据库 1库 public static final Integer ASSETCENTER_BUSNESS_FLAG = 1; /** * 腾讯AI对外开放平台-APP_ID */ public static final int APP_ID_AI_OCR = *********; /** * 腾讯AI对外开放平台-APP_KEY */ public static final String APP_KEY_AI_OCR = "*********"; public static final String OCR_ID_CARD_OCR_URL = "https://api.ai.qq.com/fcgi-bin/ocr/ocr_idcardocr"; public static final String OCR_CREDITCARD_OCR_URL = "https://api.ai.qq.com/fcgi-bin/ocr/ocr_creditcardocr"; public static final String FACE_COMPARE_URL = "https://api.ai.qq.com/fcgi-bin/face/face_facecompare"; public static final String ALIYUN_OSS_OBJECT_NAME_OCR = "idCardocr/"; public static final String ALIYUN_OSS_OBJECT_CREDITCARD_OCR = "creditCard/"; public static final String ALIYUN_OSS_OBJECT_AUTH_DIR = "authentication/"; }
以上所述是小编给大家介绍的java腾讯AI人脸对比对接详解整合,希望对大家有所帮助,如果大家有任何疑问请给我留言,小编会及时回复大家的。在此也非常感谢大家对脚本之家网站的支持!
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