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  • 基于百度AI人脸识别技术的Demo

    编写demo之前首先浏览官方API:http://ai.baidu.com/docs#/Face-API/top

    下面是源码:

    package com.examsafety.test;
    
    
    
    import com.examsafety.test.baiduAi.Base64Util;
    import com.examsafety.test.baiduAi.FileUtil;
    import com.examsafety.test.baiduAi.HttpUtil;
    import net.sf.json.JSONObject;
    
    import java.io.BufferedReader;
    import java.io.IOException;
    import java.io.InputStreamReader;
    import java.net.HttpURLConnection;
    import java.net.URL;
    import java.net.URLEncoder;
    import java.util.ArrayList;
    import java.util.List;
    import java.util.Map;
    
    /**
     * 百度AI人脸识别demo
     *
     * @author Libin
     * @create 2017-12-20 16:35
     * @Copyright: www.sinotn.com. All rights reserved.
     **/
    public class FaceAiDemo {
        /**
         * 百度云AK
         */
        private static final String API_KEY = "你的AK";
        /**
         * 百度云SK
         */
        private static final String SECRET_KEY = "你的SK";
        /**
         * 获取access_token的接口地址
         */
        private static final String AUTH_HOST = "https://aip.baidubce.com/oauth/2.0/token?";
        /**
         * 进行人脸探测的接口地址
         */
        private static final String DETECT_HOST = "https://aip.baidubce.com/rest/2.0/face/v1/detect";
    
        public static void main(String[] args){
            testDetect();
        }
        /**
         * 人脸探测调用方法
         */
        public static void testDetect(){
            /**
             * 照片路径集合:正式项目时可从数据库获取
             */
            List<String> filePathList = new ArrayList<String>();
            filePathList.add("C:\Users\Libin\Desktop\张三.jpg");
            filePathList.add("C:\Users\Libin\Desktop\李四.jpg");
    
            String imgFilePath = "";
            String expressionStr = "";
            String glassesStr = "";
            for (String imgPathStr : filePathList){
                JSONObject jsonObject = JSONObject.fromObject(detect(imgPathStr).optJSONArray("result").get(0));
                /**
                 * 获取年龄、颜值分数、微笑程度、是否戴眼镜
                 */
                double age = jsonObject.optDouble("age");
                double beauty = jsonObject.optDouble("beauty");
                int expression = jsonObject.optInt("expression");
                int glasses = jsonObject.optInt("glasses");
    
                switch (expression){
                    case 0 : expressionStr = "不笑";
                        break;
                    case 1 :  expressionStr = "微笑";
                        break;
                    case 2 :  expressionStr = "大笑";
                        break;
                    default: expressionStr = "无法识别";
                }
    
                switch (glasses){
                    case 0 : glassesStr = "无眼镜";
                        break;
                    case 1 :  glassesStr = "普通眼镜";
                        break;
                    case 2 :  glassesStr = "墨镜";
                        break;
                    default: glassesStr = "无法识别";
                }
                /**
                 * 控制台打印输出探测结果
                 * Tips:年龄默认为double,需用Math.round()四舍五入取整
                 */
                System.out.println("年龄:" + Math.round(age));
                System.out.println("微笑程度:" + expressionStr);
                System.out.println("眼镜:" + glassesStr);
                System.out.println("颜值打分:" + beauty);
    
            }
    
    
    
        }
    
        /**
         * 重要提示代码中所需工具类
         * FileUtil,Base64Util,HttpUtil,GsonUtils请从
         * https://ai.baidu.com/file/658A35ABAB2D404FBF903F64D47C1F72
         * https://ai.baidu.com/file/C8D81F3301E24D2892968F09AE1AD6E2
         * https://ai.baidu.com/file/544D677F5D4E4F17B4122FBD60DB82B3
         * https://ai.baidu.com/file/470B3ACCA3FE43788B5A963BF0B625F3
         * 下载
         */
        /**
         * 人脸探测
         * @return
         */
        public static JSONObject detect(String filePath) {
            JSONObject jsonObject = null;
            try {
                byte[] imgData = FileUtil.readFileByBytes(filePath);
                String imgStr = Base64Util.encode(imgData);
                String imgParam = URLEncoder.encode(imgStr, "UTF-8");
                String param = "max_face_num=" + 5
                        + "&face_fields="
                        + "age,beauty,expression,faceshape,gender,glasses,landmark,race,qualities"
                        + "&image=" + imgParam;
                String accessToken = getAuth();
                String result = HttpUtil.post(DETECT_HOST, accessToken, param);
                jsonObject = JSONObject.fromObject(result);
                return jsonObject;
            } catch (Exception e) {
                e.printStackTrace();
            }
            return null;
        }
    
    
    
    
        /**
         * 获取权限token
         * @return
         */
        public static String getAuth(){
            // 获取token地址
            String getAccessTokenUrl = AUTH_HOST
                    // 1. grant_type为固定参数
                    + "grant_type=client_credentials"
                    // 2. 官网获取的 API Key
                    + "&client_id=" + API_KEY
                    // 3. 官网获取的 Secret Key
                    + "&client_secret=" + SECRET_KEY;
            JSONObject jsonObject = null;
            BufferedReader in = null;
            try {
                URL realUrl = new URL(getAccessTokenUrl);
                HttpURLConnection connection = (HttpURLConnection) realUrl.openConnection();
                connection.setRequestMethod("GET");
                connection.connect();
                // 获取所有响应头字段
                Map<String, List<String>> 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
                in = new BufferedReader(new InputStreamReader(connection.getInputStream()));
                String result = "";
                String line;
                while ((line = in.readLine()) != null) {
                    result += line;
                }
                /**
                 * 返回结果示例
                 */
                jsonObject = JSONObject.fromObject(result);
                String access_token = jsonObject.getString("access_token");
                return access_token;
            } catch (Exception e) {
                e.printStackTrace();
            } finally {
                if(in!=null){
                    try {
                        in.close();
                    } catch (IOException e) {
                        e.printStackTrace();
                    }
                }
            }
            return null;
        }
    }

     控制台打印:

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  • 原文地址:https://www.cnblogs.com/klslb/p/8085186.html
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