java 얼굴 인식 원본 [테스트 효과도 포함) - 서브렛 층(FaceServlet)
6762 단어 서브렛 사례JSP 노트 개념#인공지능 개발 칼럼
package org.web;
import java.io.FileOutputStream;
import java.io.IOException;
import java.io.OutputStream;
import java.io.PrintWriter;
import java.util.Arrays;
import java.util.HashMap;
import javax.servlet.ServletException;
import javax.servlet.http.HttpServlet;
import javax.servlet.http.HttpServletRequest;
import javax.servlet.http.HttpServletResponse;
import org.apache.struts2.ServletActionContext;
import org.entity.Users;
import org.json.JSONObject;
import org.service.IUserService;
import org.service.impl.UserServiceImpl;
import sun.misc.BASE64Decoder;
import com.baidu.aip.face.AipFace;
public class FaceServlet extends HttpServlet {
/**
* ( Javadoc)
* Description( ):get , post
* Title: doGet
* @param request
* @param response
* @throws ServletException
* @throws IOException
* @see javax.servlet.http.HttpServlet#doGet(javax.servlet.http.HttpServletRequest, javax.servlet.http.HttpServletResponse)
*/
public void doGet(HttpServletRequest request, HttpServletResponse response)
throws ServletException, IOException {
doPost(request, response);
}
/**
* ( Javadoc)
* Description( ):post ,
* Title: doPost
* @param request
* @param response
* @throws ServletException
* @throws IOException
* @see javax.servlet.http.HttpServlet#doPost(javax.servlet.http.HttpServletRequest, javax.servlet.http.HttpServletResponse)
*/
public void doPost(HttpServletRequest request, HttpServletResponse response)
throws ServletException, IOException {
//
response.setContentType("text/html;charset=utf-8");
request.setCharacterEncoding("utf-8");
response.setCharacterEncoding("utf-8");
String img = request.getParameter("img"); //
String username = request.getParameter("username"); //
String tag = request.getParameter("tag");
String APP_ID = "9802974";
String API_KEY = "OVYw5Ok0y9U8n6CfVPYt0wfZ";
String SECRET_KEY = "aCN3lupCarq3rC9G8Rylqz1d36Towp8G";
AipFace client = new AipFace(APP_ID, API_KEY, SECRET_KEY);
if(tag.equals("reg")){
//
face(username, img, response,request,client);
}else if(tag.endsWith("login")){
//
login(img, response, username,request,client);
}
}
/**
*
* @Title: face
* @Description: :
* 1. base64
* 2.
* 3.
* @param
* @return :void
* @throws
*/
public void face(String username,String img,HttpServletResponse response,HttpServletRequest request,AipFace client) {
Users user = new Users();
IUserService userService = new UserServiceImpl();
//
String fileName = System.currentTimeMillis() + ".png";
String basePath = request.getSession().getServletContext()
.getRealPath("picture/");
//
user.setId(((Long)System.currentTimeMillis()).intValue());
user.setUsername(username);
user.setHeadphoto("/picture/" + fileName);
userService.save(user);
//
GenerateImage(img, basePath + "/" + fileName);
//
boolean flag = facesetAddUser(client, basePath + "/" + fileName,
username);
try {
PrintWriter out = response.getWriter();
// ,
if (flag == false) {
out.print(" !!");//
} else {
out.print(" !!"); //
}
} catch (IOException e) {
// TODO !
e.printStackTrace();
}
}
/**
*
* @Title: login
* @Description: :
* :
* 1.
* 2.
* 3.
* @param
* @return :String
* @throws
*/
public void login(String img,HttpServletResponse response,String username,HttpServletRequest request,AipFace client) {
//
String fileName = System.currentTimeMillis() + ".png";
String basePath = request.getSession().getServletContext()
.getRealPath("picture/");
//
GenerateImage(img, basePath + "/" + fileName);
response.setContentType("text/html,charset=utf-8;");
try {
PrintWriter out = response.getWriter();
Double result = verifyUser(client, basePath + "/" + fileName,username);
if (result > 90) {
//
out.print(" ");
} else {
//
out.print(" ");
}
} catch (IOException e) {
// TODO !
e.printStackTrace();
}
}
/**
*
* @Title: GenerateImage
* @Description: :// Base64
* @param @param imgStr
* @param @param imgFilePath
* @param @return
* @return :boolean
* @throws
*/
public boolean GenerateImage(String imgStr, String imgFilePath) {
if (imgStr == null) //
return false;
BASE64Decoder decoder = new BASE64Decoder();
try {
// Base64
byte[] bytes = decoder.decodeBuffer(imgStr);
for (int i = 0; i < bytes.length; ++i) {
if (bytes[i] < 0) {//
bytes[i] += 256;
}
}
// jpeg
OutputStream out = new FileOutputStream(imgFilePath);
out.write(bytes);
out.flush();
out.close();
return true;
} catch (Exception e) {
e.printStackTrace();
return false;
}
}
/**
* @Title: facesetAddUser
* @Description: : ,
* @param @param client
* @return :void
* @throws
*/
public boolean facesetAddUser(AipFace client, String path, String username) {
//
HashMap options = new HashMap();
JSONObject res = client.addUser(username, "test_users_info",
Arrays.asList("group1", "group2"), path, options);
System.out.println(res.toString(2));
// {"log_id": 3621903690062422}
if (res.keySet().contains("error_code")) {
return false;
}
return true;
}
/**
*
* @Title: verifyUser
* @Description: :
* @param @param client
* @param @param path
* @param @param username
* @param @return
* @return :Double
* @throws
*/
public Double verifyUser(AipFace client, String path, String username) {
HashMap options = new HashMap(1);
options.put("top_num", 5);
/*try {
Thread.sleep(2000);
} catch (InterruptedException e) {
// TODO !
e.printStackTrace();
}*/
JSONObject res = client.verifyUser(username,
Arrays.asList("group1", "group2"), path, options);
Double result = Double.parseDouble(res.getJSONArray("result").get(0)
.toString());
return result;
}
}