修改移动考勤-使用百度人脸对比
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00d696e516
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faa20e9972
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@ -0,0 +1,9 @@
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baidu:
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face:
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app-id: 7034646
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api-key: L3PiEzO9dMFJDExMTjOxuTtq
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secret-key: 40LMey6WC1MYIqLU4m5Qe8K4foFUM1bc
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similarity-threshold: 0.8
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qps-limit-delay: 1000
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max-retry-attempts: 3
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retry-delay: 2000
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@ -0,0 +1,107 @@
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package com.yanzhu.common.core.config;
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import org.springframework.boot.context.properties.ConfigurationProperties;
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import org.springframework.context.annotation.Configuration;
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/**
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* 百度人脸识别配置属性类
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*
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* @author yanzhu
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*/
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@Configuration
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@ConfigurationProperties(prefix = "baidu.face")
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public class BaiduFaceProperties {
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/**
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* 百度人脸识别应用的App ID
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*/
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private String appId = "7034646";
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/**
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* 百度人脸识别应用的API Key
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*/
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private String apiKey = "L3PiEzO9dMFJDExMTjOxuTtq";
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/**
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* 百度人脸识别应用的Secret Key
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*/
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private String secretKey = "40LMey6WC1MYIqLU4m5Qe8K4foFUM1bc";
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/**
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* 相似度阈值，大于此值认为是同一个人
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*/
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private double similarityThreshold = 0.8;
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/**
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* QPS限制相关配置 - 延迟（毫秒）
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*/
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private int qpsLimitDelay = 1000;
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/**
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* 最大重试次数
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*/
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private int maxRetryAttempts = 3;
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/**
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* 重试延迟（毫秒）
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*/
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private int retryDelay = 2000;
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// Getter和Setter方法
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public String getAppId() {
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return appId;
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}
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public void setAppId(String appId) {
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this.appId = appId;
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}
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public String getApiKey() {
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return apiKey;
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}
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public void setApiKey(String apiKey) {
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this.apiKey = apiKey;
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}
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public String getSecretKey() {
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return secretKey;
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}
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public void setSecretKey(String secretKey) {
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this.secretKey = secretKey;
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}
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public double getSimilarityThreshold() {
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return similarityThreshold;
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}
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public void setSimilarityThreshold(double similarityThreshold) {
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this.similarityThreshold = similarityThreshold;
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}
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public int getQpsLimitDelay() {
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return qpsLimitDelay;
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}
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public void setQpsLimitDelay(int qpsLimitDelay) {
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this.qpsLimitDelay = qpsLimitDelay;
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}
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public int getMaxRetryAttempts() {
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return maxRetryAttempts;
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}
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public void setMaxRetryAttempts(int maxRetryAttempts) {
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this.maxRetryAttempts = maxRetryAttempts;
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}
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public int getRetryDelay() {
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return retryDelay;
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}
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public void setRetryDelay(int retryDelay) {
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this.retryDelay = retryDelay;
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}
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}
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@ -0,0 +1,15 @@
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package com.yanzhu.common.core.config;
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import org.springframework.context.annotation.ComponentScan;
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import org.springframework.context.annotation.Configuration;
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/**
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* 核心模块配置类
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*
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* @author yanzhu
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*/
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@Configuration
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@ComponentScan(basePackages = "com.yanzhu.common.core")
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public class CoreConfig {
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}
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@ -2,7 +2,12 @@ package com.yanzhu.common.core.utils;
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import com.baidu.aip.face.AipFace;
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import com.baidu.aip.face.MatchRequest;
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import com.yanzhu.common.core.config.BaiduFaceProperties;
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import org.json.JSONObject;
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import org.springframework.beans.factory.annotation.Autowired;
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import org.springframework.stereotype.Component;
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import javax.annotation.PostConstruct;
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import java.io.IOException;
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import java.net.URL;
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import java.net.URLConnection;
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@ -16,28 +21,42 @@ import java.io.ByteArrayOutputStream;
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*
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* @author yanzhu
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*/
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@Component
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public class BaiduFaceSimilarityUtils {
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// 百度人脸识别应用的API Key和Secret Key
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private static final String APP_ID = "您的AppID"; // 需要设置有效的AppID
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private static final String API_KEY = "L3PiEzO9dMFJDExMTjOxuTtq";
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private static final String SECRET_KEY = "40LMey6WC1MYIqLU4m5Qe8K4foFUM1bc";
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@Autowired
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private BaiduFaceProperties baiduFaceProperties;
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// 初始化AipFace客户端
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private static final AipFace client = new AipFace(APP_ID, API_KEY, SECRET_KEY);
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private static AipFace client;
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// 相似度阈值，大于此值认为是同一个人
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private static final double SIMILARITY_THRESHOLD = 0.8;
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public static double SIMILARITY_THRESHOLD = 0.8;
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// QPS限制相关常量
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private static final int QPS_LIMIT_DELAY = 1000; // 1秒延迟，避免QPS限制
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private static final int MAX_RETRY_ATTEMPTS = 3; // 最大重试次数
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private static final int RETRY_DELAY = 2000; // 重试延迟（毫秒）
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private static int QPS_LIMIT_DELAY = 1000; // 1秒延迟，避免QPS限制
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private static int MAX_RETRY_ATTEMPTS = 3; // 最大重试次数
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private static int RETRY_DELAY = 2000; // 重试延迟（毫秒）
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static {
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@PostConstruct
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public void init() {
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// 从配置中获取参数
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String appId = baiduFaceProperties.getAppId();
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String apiKey = baiduFaceProperties.getApiKey();
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String secretKey = baiduFaceProperties.getSecretKey();
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// 初始化AipFace客户端
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client = new AipFace(appId, apiKey, secretKey);
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// 设置网络连接参数
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client.setConnectionTimeoutInMillis(2000);
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client.setSocketTimeoutInMillis(60000);
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// 更新静态变量
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SIMILARITY_THRESHOLD = baiduFaceProperties.getSimilarityThreshold();
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QPS_LIMIT_DELAY = baiduFaceProperties.getQpsLimitDelay();
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MAX_RETRY_ATTEMPTS = baiduFaceProperties.getMaxRetryAttempts();
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RETRY_DELAY = baiduFaceProperties.getRetryDelay();
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}
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/**
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@ -224,18 +243,6 @@ public class BaiduFaceSimilarityUtils {
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}
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}
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/**
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* 设置API Key和Secret Key
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*
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* @param appId App ID
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* @param apiKey API Key
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* @param secretKey Secret Key
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*/
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public static void setCredentials(String appId, String apiKey, String secretKey) {
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// 重新初始化AipFace客户端
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// 注意：在实际应用中，应该通过配置文件或环境变量来设置这些密钥
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}
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public static void main(String[] args) {
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System.out.println("开始测试人脸相似度算法...");
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@ -272,5 +279,4 @@ public class BaiduFaceSimilarityUtils {
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System.out.println("\n测试完成。");
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}
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}
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@ -3,12 +3,16 @@ package com.yanzhu.common.security.config;
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import java.util.TimeZone;
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import org.springframework.boot.autoconfigure.jackson.Jackson2ObjectMapperBuilderCustomizer;
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import org.springframework.context.annotation.Bean;
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import org.springframework.context.annotation.ComponentScan;
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import org.springframework.context.annotation.Configuration;
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/**
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* 系统配置
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*
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* @author ruoyi
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*/
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@Configuration
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@ComponentScan(basePackages = "com.yanzhu.common.core")
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public class ApplicationConfig
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{
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/**
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@ -19,4 +23,4 @@ public class ApplicationConfig
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{
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return jacksonObjectMapperBuilder -> jacksonObjectMapperBuilder.timeZone(TimeZone.getDefault());
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}
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}
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}
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@ -136,7 +136,7 @@ public class ProMobileAttendanceConfigController extends BaseController
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double similarity = BaiduFaceSimilarityUtils.calculateFaceSimilarity(userPicture, attImg);
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System.out.println("相似度:"+similarity);
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double threshold = 0.8;
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double threshold = BaiduFaceSimilarityUtils.SIMILARITY_THRESHOLD;
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if (similarity >= threshold) {
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// 相似度达标，允许考勤
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@ -381,7 +381,18 @@ Page({
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app.toast("考勤成功");
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this.returnToPage();
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} else {
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app.toast("考勤失败: " + res.msg);
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// 显示确认框，提供更友好的错误提示
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wx.showModal({
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title: "考勤失败",
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content: res.msg || "考勤提交失败，请稍后重试",
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showCancel: false, // 只显示确定按钮
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confirmColor: "#ff0000", // 深色确认按钮
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confirmText: "确定",
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success: function (res) {
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// 用户点击确定按钮后返回考勤列表页面
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this.returnToPage();
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}.bind(this),
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});
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}
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});
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},
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@ -66,8 +66,8 @@
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<text class="txt-blue"> 考勤人像刷脸</text>
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</view>
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<view class="content_box_content att-img">
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<image src="{{faceImage}}" mode="aspectFit" wx:if="{{faceImage}}" />
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<view wx:else class="placeholder-text">拍照后显示图片</view>
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<image src="{{faceImage}}" mode="aspectFit" bindtap="openCamera" wx:if="{{faceImage}}" />
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<view wx:else class="placeholder-text" bindtap="openCamera">拍照后显示图片</view>
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<button bindtap="openCamera">点击打开摄像头刷脸</button>
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</view>
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</view>
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