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java调用百度api完成人脸识别

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java调用百度api完成人脸识别

前言

这是我学习java调用百度api发布的第三篇博客,有关如何创建应用,快速入门获取token令牌请看我前两篇,谢谢

第一步

新建一个普通的java项目即可

然后在项目中新建一个lib目录(需要引入5个jar包)

这里有4个

SDK下载_文字识别SDK_语音识别SDK-百度AI开放平台

还有一个gson的jar包在这里

https://mvnrepository.com/artifact/com.google.code.gson/gson/2.8.8 

 

把他们解压完复制到lib目录,然后点击添加为库

 

可以打开扩展就是添加成功,然后建好项目结构,可以参考一下我的项目结构

然后让我们开始学代码吧!

AuthService类
package com.baidu.aip.aiFaceTest.getToken;
import java.io.BufferedReader;
import java.io.InputStreamReader;
import java.net.HttpURLConnection;
import java.net.URL;
import java.util.Calendar;
import java.util.List;
import java.util.Map;
import org.json.JSONObject;

public class AuthService {
 
	
	private static Calendar expireDate = null;
	private static boolean flag = false; // 是否已经获取过了
 
	public static Boolean needAuth() {
		Calendar c = Calendar.getInstance();
		c.add(5, 1); // 当前日期加一天
		return Boolean.valueOf(!flag || c.after(expireDate));
	}
 
	
	public static String getAuth() {
		// 官网获取的 API Key 更新为你注册的
		String clientId = "AN8QlNlAVyG2IFM86rXgloGD";
		// 官网获取的 Secret Key 更新为你注册的
		String clientSecret = "EgesHPy9csiT31HTp6QE2hCtTanVWlDc";
 
		flag = true;
 
		return getAuth(clientId, clientSecret);
	}
 
	
	private static String getAuth(String clientId, String clientSecret) {
		// 获取token地址
		String authHost = "https://aip.baidubce.com/oauth/2.0/token?";
		String getAccessTokenUrl = authHost
				// 1. grant_type为固定参数
				+ "grant_type=client_credentials"
				// 2. 官网获取的 API Key
				+ "&client_id=" + clientId
				// 3. 官网获取的 Secret Key
				+ "&client_secret=" + clientSecret;
 
		try {
			URL realUrl = new URL(getAccessTokenUrl);
			// 打开和URL之间的连接
			HttpURLConnection connection = (HttpURLConnection) realUrl.openConnection();
			connection.setRequestMethod("POST");
			connection.connect();
 
			// 获取所有响应头字段
			Map> map = connection.getHeaderFields();
			// 遍历所有的响应头字段
			for (String key : map.keySet()) {
				System.err.println(key + "--->" + map.get(key));
			}
			// 定义 BufferedReader输入流来读取URL的响应
			BufferedReader in = new BufferedReader(new InputStreamReader(connection.getInputStream()));
			String result = "";
			String line;
			while ((line = in.readLine()) != null) {
				result += line;
			}
			
			System.err.println("result:" + result);
			JSonObject jsonObject = new JSonObject(result);
			String access_token = jsonObject.getString("access_token");
 
			Integer expires_in = Integer.valueOf(jsonObject.getInt("expires_in"));
 
			System.out.println("expires_in:" + expires_in);
 
			Calendar c = Calendar.getInstance();
			System.out.println("现在日期:" + c.get(c.YEAR) + "/" + c.get(c.MONTH) + "/" + c.get(c.DAY_OF_MONTH));
			c.add(13, expires_in.intValue());
			System.out.println("过期日期:" + c.get(c.YEAR) + "/" + c.get(c.MONTH) + "/" + c.get(c.DAY_OF_MONTH));
			expireDate = c;
 
			return access_token;
 
		} catch (Exception e) {
			System.err.printf("获取token失败!");
			e.printStackTrace(System.err);
		}
		return null;
	}
 
	public static void main(String[] args) {
 
		System.out.println("flag:" + flag);
		
		System.out.println("needAuth():" + needAuth().booleanValue());
		
		//第一次请求
		if (needAuth().booleanValue()) {
			String access_token = getAuth();
			
			System.out.println("flag:" + flag);
			
			System.out.println("access_token:" + access_token);
		} else {
			System.out.println("token未过期,不需要重新获取");
		}
		
		//第二次请求
		if (needAuth().booleanValue()) {
			String access_token = getAuth();
			
			System.out.println("flag:" + flag);
			
			System.out.println("access_token:" + access_token);
		} else {
			System.out.println("token未过期,不需要重新获取");
		}
 
	}
 
}

utils包的类,都是官网下载的,不想下载可以直接复制一下代码

base64Util

package com.baidu.aip.aiFaceTest.utils;


public class base64Util {
    private static final char last2byte = (char) Integer.parseInt("00000011", 2);
    private static final char last4byte = (char) Integer.parseInt("00001111", 2);
    private static final char last6byte = (char) Integer.parseInt("00111111", 2);
    private static final char lead6byte = (char) Integer.parseInt("11111100", 2);
    private static final char lead4byte = (char) Integer.parseInt("11110000", 2);
    private static final char lead2byte = (char) Integer.parseInt("11000000", 2);
    private static final char[] encodeTable = new char[]{'A', 'B', 'C', 'D', 'E', 'F', 'G', 'H', 'I', 'J', 'K', 'L', 'M', 'N', 'O', 'P', 'Q', 'R', 'S', 'T', 'U', 'V', 'W', 'X', 'Y', 'Z', 'a', 'b', 'c', 'd', 'e', 'f', 'g', 'h', 'i', 'j', 'k', 'l', 'm', 'n', 'o', 'p', 'q', 'r', 's', 't', 'u', 'v', 'w', 'x', 'y', 'z', '0', '1', '2', '3', '4', '5', '6', '7', '8', '9', '+', '/'};

    public base64Util() {
    }

    public static String encode(byte[] from) {
        StringBuilder to = new StringBuilder((int) ((double) from.length * 1.34D) + 3);
        int num = 0;
        char currentByte = 0;

        int i;
        for (i = 0; i < from.length; ++i) {
            for (num %= 8; num < 8; num += 6) {
                switch (num) {
                    case 0:
                        currentByte = (char) (from[i] & lead6byte);
                        currentByte = (char) (currentByte >>> 2);
                    case 1:
                    case 3:
                    case 5:
                    default:
                        break;
                    case 2:
                        currentByte = (char) (from[i] & last6byte);
                        break;
                    case 4:
                        currentByte = (char) (from[i] & last4byte);
                        currentByte = (char) (currentByte << 2);
                        if (i + 1 < from.length) {
                            currentByte = (char) (currentByte | (from[i + 1] & lead2byte) >>> 6);
                        }
                        break;
                    case 6:
                        currentByte = (char) (from[i] & last2byte);
                        currentByte = (char) (currentByte << 4);
                        if (i + 1 < from.length) {
                            currentByte = (char) (currentByte | (from[i + 1] & lead4byte) >>> 4);
                        }
                }

                to.append(encodeTable[currentByte]);
            }
        }

        if (to.length() % 4 != 0) {
            for (i = 4 - to.length() % 4; i > 0; --i) {
                to.append("=");
            }
        }

        return to.toString();
    }
}

FileUtil
package com.baidu.aip.aiFaceTest.utils;

import java.io.*;


public class FileUtil {

    
    public static String readFileAsString(String filePath) throws IOException {
        File file = new File(filePath);
        if (!file.exists()) {
            throw new FileNotFoundException(filePath);
        } 

        if (file.length() > 1024 * 1024 * 1024) {
            throw new IOException("File is too large");
        } 

        StringBuilder sb = new StringBuilder((int) (file.length()));
        // 创建字节输入流  
        FileInputStream fis = new FileInputStream(filePath);  
        // 创建一个长度为10240的Buffer
        byte[] bbuf = new byte[10240];  
        // 用于保存实际读取的字节数  
        int hasRead = 0;  
        while ( (hasRead = fis.read(bbuf)) > 0 ) {  
            sb.append(new String(bbuf, 0, hasRead));  
        }  
        fis.close();  
        return sb.toString();
    }

    
    public static byte[] readFileByBytes(String filePath) throws IOException {
        File file = new File(filePath);
        if (!file.exists()) {
            throw new FileNotFoundException(filePath);
        } else {
            ByteArrayOutputStream bos = new ByteArrayOutputStream((int) file.length());
            BufferedInputStream in = null;

            try {
                in = new BufferedInputStream(new FileInputStream(file));
                short bufSize = 1024;
                byte[] buffer = new byte[bufSize];
                int len1;
                while (-1 != (len1 = in.read(buffer, 0, bufSize))) {
                    bos.write(buffer, 0, len1);
                }

                byte[] var7 = bos.toByteArray();
                return var7;
            } finally {
                try {
                    if (in != null) {
                        in.close();
                    }
                } catch (IOException var14) {
                    var14.printStackTrace();
                }

                bos.close();
            }
        }
    }
}

 GsonUtils

package com.baidu.aip.aiFaceTest.utils;

import com.google.gson.Gson;
import com.google.gson.GsonBuilder;
import com.google.gson.JsonParseException;

import java.lang.reflect.Type;


public class GsonUtils {
    private static Gson gson = new GsonBuilder().create();

    public static String toJson(Object value) {
        return gson.toJson(value);
    }

    public static  T fromJson(String json, Class classOfT) throws JsonParseException {
        return gson.fromJson(json, classOfT);
    }

    public static  T fromJson(String json, Type typeOfT) throws JsonParseException {
        return (T) gson.fromJson(json, typeOfT);
    }
}

HttpUtil

package com.baidu.aip.aiFaceTest.utils;

import java.io.BufferedReader;
import java.io.DataOutputStream;
import java.io.InputStreamReader;
import java.net.HttpURLConnection;
import java.net.URL;
import java.util.List;
import java.util.Map;


public class HttpUtil {

    public static String post(String requestUrl, String accessToken, String params)
            throws Exception {
        String contentType = "application/x-www-form-urlencoded";
        return HttpUtil.post(requestUrl, accessToken, contentType, params);
    }

    public static String post(String requestUrl, String accessToken, String contentType, String params)
            throws Exception {
        String encoding = "UTF-8";
        if (requestUrl.contains("nlp")) {
            encoding = "GBK";
        }
        return HttpUtil.post(requestUrl, accessToken, contentType, params, encoding);
    }

    public static String post(String requestUrl, String accessToken, String contentType, String params, String encoding)
            throws Exception {
        String url = requestUrl + "?access_token=" + accessToken;
        return HttpUtil.postGeneralUrl(url, contentType, params, encoding);
    }

    public static String postGeneralUrl(String generalUrl, String contentType, String params, String encoding)
            throws Exception {
        URL url = new URL(generalUrl);
        // 打开和URL之间的连接
        HttpURLConnection connection = (HttpURLConnection) url.openConnection();
        connection.setRequestMethod("POST");
        // 设置通用的请求属性
        connection.setRequestProperty("Content-Type", contentType);
        connection.setRequestProperty("Connection", "Keep-Alive");
        connection.setUseCaches(false);
        connection.setDoOutput(true);
        connection.setDoInput(true);

        // 得到请求的输出流对象
        DataOutputStream out = new DataOutputStream(connection.getOutputStream());
        out.write(params.getBytes(encoding));
        out.flush();
        out.close();

        // 建立实际的连接
        connection.connect();
        // 获取所有响应头字段
        Map> headers = connection.getHeaderFields();
        // 遍历所有的响应头字段
        for (String key : headers.keySet()) {
            System.err.println(key + "--->" + headers.get(key));
        }
        // 定义 BufferedReader输入流来读取URL的响应
        BufferedReader in = null;
        in = new BufferedReader(
                new InputStreamReader(connection.getInputStream(), encoding));
        String result = "";
        String getLine;
        while ((getLine = in.readLine()) != null) {
            result += getLine;
        }
        in.close();
        System.out.println("result:" + result);
        return result;
    }
}

最后编写我们的测试类

FaceDetect

package com.baidu.aip.aiFaceTest.test;

import com.baidu.aip.aiFaceTest.utils.base64Util;
import com.baidu.aip.aiFaceTest.utils.FileUtil;
import com.baidu.aip.aiFaceTest.utils.GsonUtils;
import com.baidu.aip.aiFaceTest.utils.HttpUtil;

import java.util.HashMap;
import java.util.Map;


public class FaceDetect {

    
    public static String detect() {
        // 请求url
        String url = "https://aip.baidubce.com/rest/2.0/face/v3/detect";
        try {
            Map map = new HashMap<>();
            // 获取绝对路径
            byte[] bytes = FileUtil.readFileByBytes("E:\BaiduNetdiskDownload\java百度Ai\ai_java\ai_test_01\src\xpz.jpg");
            String img = base64Util.encode(bytes);
            map.put("image", img);
            map.put("face_field", "faceshape,facetype");
            map.put("image_type", "base64");

            // 返回json值
            String param = GsonUtils.toJson(map);

            // 注意这里仅为了简化编码每一次请求都去获取access_token,线上环境access_token有过期时间, 客户端可自行缓存,过期后重新获取。
            // String accessToken = "24.5005ca6593157e59e757fe8920cd5520.2592000.1548399012.282335-15274280";
            // 你的token值
            String accessToken = "24.5064a9ce80b75a63e4fea912d43fd520.2592000.1636176301.282335-24949610";

            String result = HttpUtil.post(url, accessToken, "application/json", param);
            System.out.println(result);
            return result;
        } catch (Exception e) {
            e.printStackTrace();
        }
        return null;
    }

    public static void main(String[] args) {
        detect();
    }
}

点击运行即可查看识别结果

 

ok!

我们的java调用百度api完成人脸识别就完成了.

附加资料

https://ai.baidu.com/ai-doc/ANTIPORN/tk3h6xdji

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