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add java adapter to call faceReg(python version)

This commit is contained in:
DiaosWang 2024-05-21 18:52:47 +08:00
parent 2ad3bd6a63
commit 154f063b58
71 changed files with 2481 additions and 25 deletions
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!/test2_ort/
!/proj_deepface/
!/.gitignore
!/readme.md
!/readme.md
!/componentdevelopment/

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# 默认忽略的文件
/shelf/
/workspace.xml

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Licensed to the Apache Software Foundation (ASF) under one
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with the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
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with the License. You may obtain a copy of the License at
http://www.apache.org/licenses/LICENSE-2.0
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<option name="HEIGHT" value="300"/>
<option name="POLICY_FILE" value="$APPLICATION_HOME_DIR$/bin/appletviewer.policy"/>
<option name="VM_PARAMETERS"/>
</configuration>
<configuration selected="false" default="true" type="Remote" factoryName="Remote">
<option name="USE_SOCKET_TRANSPORT" value="true"/>
<option name="SERVER_MODE" value="false"/>
<option name="SHMEM_ADDRESS" value="javadebug"/>
<option name="HOST" value="localhost"/>
<option name="PORT" value="5005"/>
</configuration>
<configuration selected="false" default="true" type="Application" factoryName="Application">
<option name="MAIN_CLASS_NAME"/>
<option name="VM_PARAMETERS"/>
<option name="PROGRAM_PARAMETERS"/>
<option name="WORKING_DIRECTORY" value="$PROJECT_DIR$"/>
<module name=""/>
</configuration>
<configuration selected="false" default="true" type="JUnit" factoryName="JUnit">
<module name=""/>
<option name="PACKAGE_NAME"/>
<option name="MAIN_CLASS_NAME"/>
<option name="METHOD_NAME"/>
<option name="TEST_OBJECT" value="class"/>
<option name="VM_PARAMETERS"/>
<option name="PARAMETERS"/>
<option name="WORKING_DIRECTORY" value="$PROJECT_DIR$"/>
<option name="ADDITIONAL_CLASS_PATH"/>
<option name="TEST_SEARCH_SCOPE">
<value defaultName="wholeProject"/>
</option>
</configuration>
</component>
<component name="VcsManagerConfiguration">
<option name="ACTIVE_VCS_NAME" value=""/>
<option name="STATE" value="0"/>
</component>
<component name="VssConfiguration">
<CheckoutOptions>
<option name="COMMENT" value=""/>
<option name="DO_NOT_GET_LATEST_VERSION" value="false"/>
<option name="REPLACE_WRITABLE" value="false"/>
<option name="RECURSIVE" value="false"/>
</CheckoutOptions>
<CheckinOptions>
<option name="COMMENT" value=""/>
<option name="KEEP_CHECKED_OUT" value="false"/>
<option name="RECURSIVE" value="false"/>
</CheckinOptions>
<AddOptions>
<option name="COMMENT" value=""/>
<option name="STORE_ONLY_LATEST_VERSION" value="false"/>
<option name="CHECK_OUT_IMMEDIATELY" value="false"/>
<option name="FILE_TYPE" value="0"/>
</AddOptions>
<UndocheckoutOptions>
<option name="MAKE_WRITABLE" value="false"/>
<option name="REPLACE_LOCAL_COPY" value="0"/>
<option name="RECURSIVE" value="false"/>
</UndocheckoutOptions>
<DiffOptions>
<option name="IGNORE_WHITE_SPACE" value="false"/>
<option name="IGNORE_CASE" value="false"/>
</DiffOptions>
<GetOptions>
<option name="REPLACE_WRITABLE" value="0"/>
<option name="MAKE_WRITABLE" value="false"/>
<option name="RECURSIVE" value="false"/>
</GetOptions>
<option name="CLIENT_PATH" value=""/>
<option name="SRCSAFEINI_PATH" value=""/>
<option name="USER_NAME" value=""/>
<option name="PWD" value=""/>
<option name="SHOW_CHECKOUT_OPTIONS" value="true"/>
<option name="SHOW_ADD_OPTIONS" value="true"/>
<option name="SHOW_UNDOCHECKOUT_OPTIONS" value="true"/>
<option name="SHOW_DIFF_OPTIONS" value="true"/>
<option name="SHOW_GET_OPTIONS" value="true"/>
<option name="USE_EXTERNAL_DIFF" value="false"/>
<option name="EXTERNAL_DIFF_PATH" value=""/>
<option name="REUSE_LAST_COMMENT" value="false"/>
<option name="PUT_FOCUS_INTO_COMMENT" value="false"/>
<option name="SHOW_CHECKIN_OPTIONS" value="true"/>
<option name="LAST_COMMIT_MESSAGE" value=""/>
<option name="CHECKIN_DIALOG_SPLITTER_PROPORTION" value="0.8"/>
</component>
<component name="CheckinPanelState"/>
<component name="WebViewSettings">
<webview flattenPackages="false" showMembers="false" autoscrollToSource="false"/>
</component>
<component name="EjbViewSettings">
<EjbView showMembers="false" autoscrollToSource="false"/>
</component>
<component name="AppServerRunManager"/>
<component name="StarteamConfiguration">
<option name="SERVER" value=""/>
<option name="PORT" value="49201"/>
<option name="USER" value=""/>
<option name="PASSWORD" value=""/>
<option name="PROJECT" value=""/>
<option name="VIEW" value=""/>
<option name="ALTERNATIVE_WORKING_PATH" value=""/>
<option name="PUT_FOCUS_INTO_COMMENT" value="false"/>
<option name="SHOW_CHECKIN_OPTIONS" value="true"/>
<option name="LAST_COMMIT_MESSAGE" value=""/>
<option name="CHECKIN_DIALOG_SPLITTER_PROPORTION" value="0.8"/>
</component>
<component name="Cvs2Configuration">
<option name="ON_FILE_ADDING" value="0"/>
<option name="ON_FILE_REMOVING" value="0"/>
<option name="PRUNE_EMPTY_DIRECTORIES" value="true"/>
<option name="SHOW_UPDATE_OPTIONS" value="true"/>
<option name="SHOW_ADD_OPTIONS" value="true"/>
<option name="SHOW_REMOVE_OPTIONS" value="true"/>
<option name="MERGING_MODE" value="0"/>
<option name="MERGE_WITH_BRANCH1_NAME" value="HEAD"/>
<option name="MERGE_WITH_BRANCH2_NAME" value="HEAD"/>
<option name="RESET_STICKY" value="false"/>
<option name="CREATE_NEW_DIRECTORIES" value="true"/>
<option name="DEFAULT_TEXT_FILE_SUBSTITUTION" value="kv"/>
<option name="PROCESS_UNKNOWN_FILES" value="false"/>
<option name="PROCESS_DELETED_FILES" value="false"/>
<option name="SHOW_EDIT_DIALOG" value="true"/>
<option name="RESERVED_EDIT" value="false"/>
<option name="FILE_HISTORY_SPLITTER_PROPORTION" value="0.6"/>
<option name="SHOW_CHECKOUT_OPTIONS" value="true"/>
<option name="CHECKOUT_DATE_OR_REVISION_SETTINGS">
<value>
<option name="BRANCH" value=""/>
<option name="DATE" value=""/>
<option name="USE_BRANCH" value="false"/>
<option name="USE_DATE" value="false"/>
</value>
</option>
<option name="UPDATE_DATE_OR_REVISION_SETTINGS">
<value>
<option name="BRANCH" value=""/>
<option name="DATE" value=""/>
<option name="USE_BRANCH" value="false"/>
<option name="USE_DATE" value="false"/>
</value>
</option>
<option name="SHOW_CHANGES_REVISION_SETTINGS">
<value>
<option name="BRANCH" value=""/>
<option name="DATE" value=""/>
<option name="USE_BRANCH" value="false"/>
<option name="USE_DATE" value="false"/>
</value>
</option>
<option name="SHOW_OUTPUT" value="false"/>
<option name="SHOW_FILE_HISTORY_AS_TREE" value="false"/>
<option name="UPDATE_GROUP_BY_PACKAGES" value="false"/>
<option name="ADD_WATCH_INDEX" value="0"/>
<option name="REMOVE_WATCH_INDEX" value="0"/>
<option name="UPDATE_KEYWORD_SUBSTITUTION"/>
<option name="MAKE_NEW_FILES_READONLY" value="false"/>
<option name="SHOW_CORRUPTED_PROJECT_FILES" value="0"/>
<option name="TAG_AFTER_FILE_COMMIT" value="false"/>
<option name="TAG_AFTER_FILE_COMMIT_NAME" value=""/>
<option name="TAG_AFTER_PROJECT_COMMIT" value="false"/>
<option name="TAG_AFTER_PROJECT_COMMIT_NAME" value=""/>
<option name="PUT_FOCUS_INTO_COMMENT" value="false"/>
<option name="SHOW_CHECKIN_OPTIONS" value="true"/>
<option name="FORCE_NON_EMPTY_COMMENT" value="false"/>
<option name="LAST_COMMIT_MESSAGE" value=""/>
<option name="SAVE_LAST_COMMIT_MESSAGE" value="true"/>
<option name="CHECKIN_DIALOG_SPLITTER_PROPORTION" value="0.8"/>
<option name="OPTIMIZE_IMPORTS_BEFORE_PROJECT_COMMIT" value="false"/>
<option name="OPTIMIZE_IMPORTS_BEFORE_FILE_COMMIT" value="false"/>
<option name="REFORMAT_BEFORE_PROJECT_COMMIT" value="false"/>
<option name="REFORMAT_BEFORE_FILE_COMMIT" value="false"/>
<option name="FILE_HISTORY_DIALOG_COMMENTS_SPLITTER_PROPORTION" value="0.8"/>
<option name="FILE_HISTORY_DIALOG_SPLITTER_PROPORTION" value="0.5"/>
</component>
<component name="CvsTabbedWindow"/>
<component name="SvnConfiguration">
<option name="USER" value=""/>
<option name="PASSWORD" value=""/>
<option name="AUTO_ADD_FILES" value="0"/>
<option name="AUTO_DEL_FILES" value="0"/>
</component>
<component name="PerforceConfiguration">
<option name="PORT" value="magic:1666"/>
<option name="USER" value=""/>
<option name="PASSWORD" value=""/>
<option name="CLIENT" value=""/>
<option name="TRACE" value="false"/>
<option name="PERFORCE_STATUS" value="true"/>
<option name="CHANGELIST_OPTION" value="false"/>
<option name="SYSTEMROOT" value=""/>
<option name="P4_EXECUTABLE" value="p4"/>
<option name="SHOW_BRANCH_HISTORY" value="false"/>
<option name="GENERATE_COMMENT" value="false"/>
<option name="SYNC_OPTION" value="Sync"/>
<option name="PUT_FOCUS_INTO_COMMENT" value="false"/>
<option name="SHOW_CHECKIN_OPTIONS" value="true"/>
<option name="FORCE_NON_EMPTY_COMMENT" value="true"/>
<option name="LAST_COMMIT_MESSAGE" value=""/>
<option name="SAVE_LAST_COMMIT_MESSAGE" value="true"/>
<option name="CHECKIN_DIALOG_SPLITTER_PROPORTION" value="0.8"/>
<option name="OPTIMIZE_IMPORTS_BEFORE_PROJECT_COMMIT" value="false"/>
<option name="OPTIMIZE_IMPORTS_BEFORE_FILE_COMMIT" value="false"/>
<option name="REFORMAT_BEFORE_PROJECT_COMMIT" value="false"/>
<option name="REFORMAT_BEFORE_FILE_COMMIT" value="false"/>
<option name="FILE_HISTORY_DIALOG_COMMENTS_SPLITTER_PROPORTION" value="0.8"/>
<option name="FILE_HISTORY_DIALOG_SPLITTER_PROPORTION" value="0.5"/>
</component>
</project>

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17:34:15.152 [main] ERROR c.b.c.FACERecognition - [extractInfo,84] - 管道正在被关闭。

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<?xml version="1.0" encoding="UTF-8"?>
<project xmlns="http://maven.apache.org/POM/4.0.0"
xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 http://maven.apache.org/xsd/maven-4.0.0.xsd">
<modelVersion>4.0.0</modelVersion>
<groupId>com.bonus.core</groupId>
<artifactId>OCRTool</artifactId>
<version>1.0</version>
<packaging>jar</packaging>
<parent>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-parent</artifactId>
<version>2.5.15</version>
<relativePath/>
</parent>
<properties>
<project.build.sourceEncoding>UTF-8</project.build.sourceEncoding>
<project.reporting.outputEncoding>UTF-8</project.reporting.outputEncoding>
<java.version>1.8</java.version>
<maven-jar-plugin.version>3.1.1</maven-jar-plugin.version>
</properties>
<dependencies>
<!-- SpringBoot 核心包 -->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter</artifactId>
</dependency>
<!-- SpringBoot Web容器 -->
<dependency>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-starter-web</artifactId>
</dependency>
<dependency>
<groupId>com.google.code.gson</groupId>
<artifactId>gson</artifactId>
<version>2.8.6</version>
</dependency>
</dependencies>
<build>
<plugins>
<plugin>
<groupId>org.springframework.boot</groupId>
<artifactId>spring-boot-maven-plugin</artifactId>
<executions>
<execution>
<goals>
<goal>repackage</goal>
</goals>
</execution>
</executions>
</plugin>
</plugins>
</build>
<distributionManagement>
<snapshotRepository>
<!-- 和mirror配置x的Nexus的id一致 -->
<id>maven-central</id>
<name>BonusMavenRepo</name>
<url>http://192.168.0.56:8081/repository/maven-central/</url>
</snapshotRepository>
</distributionManagement>
</project>

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这个项目继承自王为为的`componentdevelopment/OCRTool`项目，只是更改了部分类的设计，用来适配我的face recognition(python版本)。
项目的功能是：使用java调用python在终端运行，并返回在终端上的输出结果(`print`)到java中。

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componentdevelopment/javaAdapter/src/main/java/com/bonus/core/ErrorHandler.java Normal file
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package com.bonus.core;
/**
* @author wangvivi
*/
import com.google.gson.Gson;
public class ErrorHandler {
public static final int PYTHON_INTERPRETER_NO_EXIST = 30001;
public static final int PYTHON_SCRIPT_NO_EXIST = 30002;
public static final int PYTHON_PROCESS_START_ERROR = 30003;
public static final int PYTHON_SCRIPT_EXECUTE_ERROR = 30004;
public static final int PYTHON_EXECUTE_OTHER_ERROR = 30005;
public static final int JAVA_CALL_PYTHON_UNKWON_ERROR = 30006;
public static String getErrorInfo(int errorCode) {
switch (errorCode) {
case PYTHON_INTERPRETER_NO_EXIST:
return getInternalErrorInfo(errorCode, "python解释器文件不存在");
case PYTHON_SCRIPT_NO_EXIST:
return getInternalErrorInfo(errorCode, "python脚本不存在");
case PYTHON_PROCESS_START_ERROR:
return getInternalErrorInfo(errorCode, "启动python进程报错");
case PYTHON_SCRIPT_EXECUTE_ERROR:
return getInternalErrorInfo(errorCode, "python脚本执行异常");
case PYTHON_EXECUTE_OTHER_ERROR:
return getInternalErrorInfo(errorCode, "python脚本执行其他错误");
default:
return getInternalErrorInfo(JAVA_CALL_PYTHON_UNKWON_ERROR, "未知错误");
}
}
private static String getInternalErrorInfo(int errorCode, String errorMsg){
ErrorInfo errorInfo = new ErrorInfo(errorCode, errorMsg); // 构建error类
Gson gson = new Gson(); // 将 Java 对象转换为 JSON 格式的数据
return gson.toJson(errorInfo); // 转化并返回json数据
}
}

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componentdevelopment/javaAdapter/src/main/java/com/bonus/core/ErrorInfo.java Normal file
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package com.bonus.core;
/**
* @author wangvivi
*/
public class ErrorInfo {
private int code;
private String msg;
public ErrorInfo(int errorCode, String errorMessage) {
this.code = errorCode;
this.msg = errorMessage;
}
public String getMsg() {
return msg;
}
public int getCode() {
return code;
}
public void setMsg(String errormsg) {
this.msg = errormsg;
}
public void setMsg(int code) {
this.code = code;
}
}

109
componentdevelopment/javaAdapter/src/main/java/com/bonus/core/FACERecognition.java Normal file
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package com.bonus.core;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Component;
import java.io.*;
import java.nio.charset.StandardCharsets;
import java.util.ArrayList;
import java.util.List;
/**
* @author wangvivi
*/
@Component
public class FACERecognition {
private static final Logger logger = LoggerFactory.getLogger(FACERecognition.class);
@Value("${recognition.pythonEnv}") // 自动从配置文件`src.main.resources.application.yml`中读取变量recognition.pythonEnv 的值，并赋予pythonEnv
private String pythonEnv;
@Value("${recognition.scriptEnv}")
private String scriptEnv;
public String extractInfo(FaceRecognitionParams params){
Process proc;
List<String> stringList = new ArrayList<>();
String lastElement = "";
try {
logger.info("开始打印从配置里读取的值：");
logger.info(pythonEnv);
logger.info(scriptEnv);
logger.info("开始打印从请求里带过来的参数：");
logger.info(params.getType());
File file = new File(pythonEnv);
if (!file.exists()) {
logger.info("pythonEnv不存在");
return ErrorHandler.getErrorInfo(ErrorHandler.PYTHON_INTERPRETER_NO_EXIST);
}
file = new File(scriptEnv);
if (!file.exists()) {
logger.info("scriptEnv 不存在");
return ErrorHandler.getErrorInfo(ErrorHandler.PYTHON_SCRIPT_NO_EXIST);
}
String[] str = new String[]{pythonEnv,scriptEnv, params.getType()};
logger.info("this is type:"+str[2]);
Runtime runtime = Runtime.getRuntime();
if (runtime == null) {
logger.info("runtime == null");
return ErrorHandler.getErrorInfo(ErrorHandler.PYTHON_PROCESS_START_ERROR);
}
proc = runtime.exec(str);
logger.info("proc = runtime.exec(str)");
OutputStream outputStream = proc.getOutputStream();
if (!params.getImageData().isEmpty()) {
byte[] input = params.getImageData().getBytes(StandardCharsets.UTF_8);
logger.info("params.getImageData()= " + params.getImageData());
passParameter(outputStream, input);
}
if (!params.getImageName().isEmpty()) {
outputStream.write(System.lineSeparator().getBytes());
byte[] input = params.getImageName().getBytes(StandardCharsets.UTF_8);
logger.info("params.getImageName()= " + params.getImageName());
passParameter(outputStream, input);
}
outputStream.flush();
outputStream.close();
logger.info("outputStream.close()");
BufferedReader in = new BufferedReader(new InputStreamReader(proc.getInputStream(), StandardCharsets.UTF_8));
logger.info("BufferedReader in = new BufferedReade");
String line;
while ((line = in.readLine()) != null) {
logger.info(line);
stringList.add(line);
}
proc.waitFor();
in.close();
} catch (Exception e) {
Thread.currentThread().interrupt();
logger.error(e.getMessage());
return ErrorHandler.getErrorInfo(ErrorHandler.PYTHON_EXECUTE_OTHER_ERROR);
}
if (!stringList.isEmpty()) {
lastElement = stringList.get(stringList.size() - 1);
}
return lastElement;
}
private void passParameter(OutputStream outputStream, byte[] input) throws IOException {
int offset = 0;
// 设置每次写入的批次大小
int batchSize = 8092;
long len = input.length;
while (offset < len) {
int remaining = (int) (len - offset);
int bytesToWrite = Math.min(remaining, batchSize);
outputStream.write(input, offset, bytesToWrite);
offset += bytesToWrite;
}
}
}

55
componentdevelopment/javaAdapter/src/main/java/com/bonus/core/FaceRecognitionParams.java Normal file
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package com.bonus.core;
public class FaceRecognitionParams {
private RecognitionType type;
private String imageData = "";
private String imageName = "None";
public String getType() {
// return type.ordinal();
return type.name();
}
public void setType(RecognitionType type) {
this.type = type;
}
public String getImageData() {
return this.imageData;
}
public void setImageData(String imageData) {
this.imageData = imageData;
}
public String getImageName() {
return this.imageName;
}
public void setImageName(String imageName) {
this.imageName = imageName;
}
// Enum for different recognition types
public enum RecognitionType {
// 将 interface_type, img_mode, opt_mode 结合在一起
UPDATEDB_BASE64_ADD,
UPDATEDB_BASE64_DELETE,
UPDATEDB_BASE64_CHANGE,
UPDATEDB_BASE64_SEARCH,
UPDATEDB_URL_ADD,
UPDATEDB_URL_DELETE,
UPDATEDB_URL_CHANGE,
UPDATEDB_URL_SEARCH,
UPDATEDB_PATH_ADD,
UPDATEDB_PATH_DELETE,
UPDATEDB_PATH_CHANGE,
UPDATEDB_PATH_SEARCH,
FACEID_BASE64_SEARCH,
FACEID_URL_SEARCH,
FACEID_PATH_SEARCH,
}
}

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componentdevelopment/javaAdapter/src/main/java/com/bonus/core/MySpringBootApplication.java Normal file
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package com.bonus.core;
import org.slf4j.Logger;
import org.slf4j.LoggerFactory;
import org.springframework.boot.SpringApplication;
import org.springframework.boot.autoconfigure.SpringBootApplication;
import org.springframework.context.ApplicationContext;
import java.io.IOException;
import java.nio.file.Files;
import java.nio.file.Paths;
import java.util.Base64;
/**
* @author wangweiwei
*/
@SpringBootApplication
public class MySpringBootApplication {
private static final Logger logger = LoggerFactory.getLogger(MySpringBootApplication.class);
public static void main(String[] args) {
context = SpringApplication.run(MySpringBootApplication.class, args);
MySpringBootApplication app = new MySpringBootApplication();
//String filePath1 = "/Users/wangvivi/Desktop/Code/ocrtest/images/id_card.JPG";
// String filePath1 = "/Users/wangvivi/Desktop/Code/ocrtest/images/1.jpg";
// String filePath2 = "/Users/wangvivi/Desktop/Code/ocrtest/images/2.jpg";
String imageData = "C:\\Users\\JIALE\\Desktop\\bns_proj\\proj_deepface\\20231022001743.jpg";
String imageName = "None";
FaceRecognitionParams.RecognitionType type = FaceRecognitionParams.RecognitionType.FACEID_PATH_SEARCH;
app.callExtractIdentityInfoByLocalPath(imageData,imageName, type);
// app.callExtractIdentityInfoByBase64Data(filePath1, filePath2);
}
private static ApplicationContext context;
public void callExtractIdentityInfoByLocalPath(String imageData, String imageName, FaceRecognitionParams.RecognitionType type ) {
FACERecognition myComponent = context.getBean(FACERecognition.class);
FaceRecognitionParams params = new FaceRecognitionParams();
params.setType(type);
params.setImageData(imageData);
params.setImageName(imageName);
String javaString = myComponent.extractInfo(params);
logger.info("识别结果为：");
logger.info(javaString);
}
// public String callExtractIdentityInfoByBase64Data(String file1Data, String file2Data ) {
// OCRRecognition myComponent = context.getBean(OCRRecognition.class);
//
// try {
// String base64Image1 = "";
// String base64Image2 = "";
// String javaString;
// if (!file1Data.isEmpty()) {
// byte[] data1 = Files.readAllBytes(Paths.get(file1Data));
// base64Image1 = Base64.getEncoder().encodeToString(data1);
// }
// if (!file2Data.isEmpty()){
// byte[] data = Files.readAllBytes(Paths.get(file2Data));
// base64Image2 = Base64.getEncoder().encodeToString(data);
// }
// IdentifyRecognitionParams params = new IdentifyRecognitionParams();
// params.setType(IdentifyRecognitionParams.RecognitionType.IDENTITY_CARD_BASE64_DATA);
// params.setRecognitionFrontData(base64Image1);
// params.setRecognitionBackData(base64Image2);
//
// javaString = myComponent.extractInfo(params);
// logger.info("身份证信息是：");
// logger.info(javaString);
// return javaString;
// } catch (IOException e) {
// e.printStackTrace();
// }
// return "";
// }
// public String tesseractOCR(){
// // 创建 Tesseract 实例
// Tesseract tesseract = new Tesseract();
//
// try {
// // 设置语言（默认为英语）
// tesseract.setLanguage("chi_sim");
// // 从图像中提取文本
// String text = tesseract.doOCR(new File("/Users/wangvivi/Desktop/Code/ocrtest/images/id_card.JPG"));
// System.out.println("识别的文本：" + text);
// return text;
// } catch (TesseractException e) {
// // 处理异常
// e.printStackTrace();
// }
// return "";
// }
}

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componentdevelopment/javaAdapter/src/main/java/com/bonus/core/RecognitionController.java Normal file
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package com.bonus.core;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.web.bind.annotation.*;
@RestController
public class RecognitionController {
@Autowired FACERecognition faceRecognition;
@PostMapping("/recognition")
public String recognition(@RequestBody FaceRecognitionParams params){
return faceRecognition.extractInfo(params);
}
}

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Manifest-Version: 1.0
Main-Class: com.bonus.core.MySpringBootApplication

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recognition:
pythonEnv: C:/Users/JIALE/.conda/envs/deepface_v2/python.exe
scriptEnv: C:/Users/JIALE/Desktop/bns_proj/proj_deepface/main.py

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<?xml version="1.0" encoding="UTF-8"?>
<configuration>
<!-- 日志存放路径 -->
<property name="log.path" value="./logs/" />
<!-- 日志输出格式 -->
<property name="log.pattern" value="%d{HH:mm:ss.SSS} [%thread] %-5level %logger{20} - [%method,%line] - %msg%n" />
<!-- 控制台输出 -->
<appender name="console" class="ch.qos.logback.core.ConsoleAppender">
<encoder>
<pattern>${log.pattern}</pattern>
</encoder>
</appender>
<!-- 系统日志输出 -->
<appender name="file_info" class="ch.qos.logback.core.rolling.RollingFileAppender">
<file>${log.path}/recognition-info.log</file>
<!-- 循环政策：基于时间创建日志文件 -->
<rollingPolicy class="ch.qos.logback.core.rolling.TimeBasedRollingPolicy">
<!-- 日志文件名格式 -->
<fileNamePattern>${log.path}/recognition-info.%d{yyyy-MM-dd}.log</fileNamePattern>
<!-- 日志最大的历史 60天 -->
<maxHistory>60</maxHistory>
</rollingPolicy>
<encoder>
<pattern>${log.pattern}</pattern>
</encoder>
<filter class="ch.qos.logback.classic.filter.LevelFilter">
<!-- 过滤的级别 -->
<level>INFO</level>
<!-- 匹配时的操作：接收（记录） -->
<onMatch>ACCEPT</onMatch>
<!-- 不匹配时的操作：拒绝（不记录） -->
<onMismatch>DENY</onMismatch>
</filter>
</appender>
<appender name="file_error" class="ch.qos.logback.core.rolling.RollingFileAppender">
<file>${log.path}/recognition-error.log</file>
<!-- 循环政策：基于时间创建日志文件 -->
<rollingPolicy class="ch.qos.logback.core.rolling.TimeBasedRollingPolicy">
<!-- 日志文件名格式 -->
<fileNamePattern>${log.path}/recognition-error.%d{yyyy-MM-dd}.log</fileNamePattern>
<!-- 日志最大的历史 60天 -->
<maxHistory>60</maxHistory>
</rollingPolicy>
<encoder>
<pattern>${log.pattern}</pattern>
</encoder>
<filter class="ch.qos.logback.classic.filter.LevelFilter">
<!-- 过滤的级别 -->
<level>ERROR</level>
<!-- 匹配时的操作：接收（记录） -->
<onMatch>ACCEPT</onMatch>
<!-- 不匹配时的操作：拒绝（不记录） -->
<onMismatch>DENY</onMismatch>
</filter>
</appender>
<!-- 用户访问日志输出 -->
<appender name="sys-user" class="ch.qos.logback.core.rolling.RollingFileAppender">
<file>${log.path}/recognition-user.log</file>
<rollingPolicy class="ch.qos.logback.core.rolling.TimeBasedRollingPolicy">
<!-- 按天回滚 daily -->
<fileNamePattern>${log.path}/recognition-user.%d{yyyy-MM-dd}.log</fileNamePattern>
<!-- 日志最大的历史 60天 -->
<maxHistory>60</maxHistory>
</rollingPolicy>
<encoder>
<pattern>${log.pattern}</pattern>
</encoder>
</appender>
<!-- 系统模块日志级别控制 -->
<logger name="com.bonus" level="info" />
<!-- Spring日志级别控制 -->
<logger name="org.springframework" level="warn" />
<root level="info">
<appender-ref ref="console" />
</root>
<!--系统操作日志-->
<root level="info">
<appender-ref ref="file_info" />
<appender-ref ref="file_error" />
</root>
<!--系统用户操作日志-->
<logger name="sys-user" level="info">
<appender-ref ref="sys-user"/>
</logger>
</configuration>

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Manifest-Version: 1.0
Main-Class: com.bonus.core.MySpringBootApplication

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recognition:
pythonEnv: C:/Users/JIALE/.conda/envs/deepface_v2/python.exe
scriptEnv: C:/Users/JIALE/Desktop/bns_proj/proj_deepface/main.py

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<?xml version="1.0" encoding="UTF-8"?>
<configuration>
<!-- 日志存放路径 -->
<property name="log.path" value="./logs/" />
<!-- 日志输出格式 -->
<property name="log.pattern" value="%d{HH:mm:ss.SSS} [%thread] %-5level %logger{20} - [%method,%line] - %msg%n" />
<!-- 控制台输出 -->
<appender name="console" class="ch.qos.logback.core.ConsoleAppender">
<encoder>
<pattern>${log.pattern}</pattern>
</encoder>
</appender>
<!-- 系统日志输出 -->
<appender name="file_info" class="ch.qos.logback.core.rolling.RollingFileAppender">
<file>${log.path}/recognition-info.log</file>
<!-- 循环政策：基于时间创建日志文件 -->
<rollingPolicy class="ch.qos.logback.core.rolling.TimeBasedRollingPolicy">
<!-- 日志文件名格式 -->
<fileNamePattern>${log.path}/recognition-info.%d{yyyy-MM-dd}.log</fileNamePattern>
<!-- 日志最大的历史 60天 -->
<maxHistory>60</maxHistory>
</rollingPolicy>
<encoder>
<pattern>${log.pattern}</pattern>
</encoder>
<filter class="ch.qos.logback.classic.filter.LevelFilter">
<!-- 过滤的级别 -->
<level>INFO</level>
<!-- 匹配时的操作：接收（记录） -->
<onMatch>ACCEPT</onMatch>
<!-- 不匹配时的操作：拒绝（不记录） -->
<onMismatch>DENY</onMismatch>
</filter>
</appender>
<appender name="file_error" class="ch.qos.logback.core.rolling.RollingFileAppender">
<file>${log.path}/recognition-error.log</file>
<!-- 循环政策：基于时间创建日志文件 -->
<rollingPolicy class="ch.qos.logback.core.rolling.TimeBasedRollingPolicy">
<!-- 日志文件名格式 -->
<fileNamePattern>${log.path}/recognition-error.%d{yyyy-MM-dd}.log</fileNamePattern>
<!-- 日志最大的历史 60天 -->
<maxHistory>60</maxHistory>
</rollingPolicy>
<encoder>
<pattern>${log.pattern}</pattern>
</encoder>
<filter class="ch.qos.logback.classic.filter.LevelFilter">
<!-- 过滤的级别 -->
<level>ERROR</level>
<!-- 匹配时的操作：接收（记录） -->
<onMatch>ACCEPT</onMatch>
<!-- 不匹配时的操作：拒绝（不记录） -->
<onMismatch>DENY</onMismatch>
</filter>
</appender>
<!-- 用户访问日志输出 -->
<appender name="sys-user" class="ch.qos.logback.core.rolling.RollingFileAppender">
<file>${log.path}/recognition-user.log</file>
<rollingPolicy class="ch.qos.logback.core.rolling.TimeBasedRollingPolicy">
<!-- 按天回滚 daily -->
<fileNamePattern>${log.path}/recognition-user.%d{yyyy-MM-dd}.log</fileNamePattern>
<!-- 日志最大的历史 60天 -->
<maxHistory>60</maxHistory>
</rollingPolicy>
<encoder>
<pattern>${log.pattern}</pattern>
</encoder>
</appender>
<!-- 系统模块日志级别控制 -->
<logger name="com.bonus" level="info" />
<!-- Spring日志级别控制 -->
<logger name="org.springframework" level="warn" />
<root level="info">
<appender-ref ref="console" />
</root>
<!--系统操作日志-->
<root level="info">
<appender-ref ref="file_info" />
<appender-ref ref="file_error" />
</root>
<!--系统用户操作日志-->
<logger name="sys-user" level="info">
<appender-ref ref="sys-user"/>
</logger>
</configuration>

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#Created by Apache Maven 3.9.6
version=1.0-SNAPSHOT
groupId=com.bonus.core
artifactId=OCRTool

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com\bonus\core\MySpringBootApplication.class
com\bonus\core\IdentifyRecognitionParams$RecognitionType.class
com\bonus\core\IdentifyRecognitionParams.class
com\bonus\core\RecognitionController.class
com\bonus\core\OCRRecognition.class

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@ -0,0 +1,8 @@
C:\Users\JIALE\Desktop\bns_proj\componentdevelopment\OCRTool\src\main\java\com\bonus\core\FaceRecognitionParams.java
C:\Users\JIALE\Desktop\bns_proj\componentdevelopment\OCRTool\src\main\java\com\bonus\core\MySpringBootApplication.java
C:\Users\JIALE\Desktop\bns_proj\componentdevelopment\OCRTool\src\main\java\com\bonus\core\IdentifyRecognitionParams.java
C:\Users\JIALE\Desktop\bns_proj\componentdevelopment\OCRTool\src\main\java\com\bonus\core\RecognitionController.java
C:\Users\JIALE\Desktop\bns_proj\componentdevelopment\OCRTool\src\main\java\com\bonus\core\ErrorInfo.java
C:\Users\JIALE\Desktop\bns_proj\componentdevelopment\OCRTool\src\main\java\com\bonus\core\OCRRecognition.java
C:\Users\JIALE\Desktop\bns_proj\componentdevelopment\OCRTool\src\main\java\com\bonus\core\ErrorHandler.java
C:\Users\JIALE\Desktop\bns_proj\componentdevelopment\OCRTool\src\main\java\com\bonus\core\FACERecognition.java

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from deepface import DeepFace
import cv2
import time
# start = time.time()
from deepface import DeepFace
# print("begin time: ", time.time() - start)
import cv2
import os
import sys
import numpy as np
@ -11,20 +13,17 @@ import base64
from enum import Enum
import requests
from deepface.modules.streaming import (
build_demography_models, build_facial_recognition_model,
search_identity, highlight_facial_areas,
grab_facial_areas, extract_facial_areas,
perform_facial_recognition, perform_demography_analysis,
)
from deepface.modules import recognition, verification, detection, representation
from deepface.modules.streaming import search_identity
from deepface.modules import verification, detection
from deepface.models.FacialRecognition import FacialRecognition
from deepface.modules import preprocessing
from deepface.commons.logger import Logger
import pickle
db_path = "./face"
# print("begin2 time: ", time.time() - start)
# start2 = time.time()
db_path = "C:/Users/JIALE/Desktop/bns_proj/proj_deepface/face"
detector_backend = "opencv"
distance_metric = "euclidean_l2"
model_name = "GhostFaceNet"
@ -32,6 +31,9 @@ model: FacialRecognition = DeepFace.build_model(model_name=model_name)
target_size = model.input_shape
threshold = verification.find_threshold(model_name, distance_metric)
# print("begin3 time: ", time.time() - start)
# start3 = time.time()
class Opt(Enum):
ADD = 1
DELETE = 2
@ -53,15 +55,15 @@ class Status(Enum):
ADD_HAS_EXISTED = "when adding, file has existed"
GLOBAL_DICT = {
"Opt.ADD": Opt.ADD,
"Opt.DELETE":Opt.DELETE,
"Opt.CHANGE":Opt.CHANGE,
"Opt.SEARCH":Opt.SEARCH,
"ADD": Opt.ADD,
"DELETE":Opt.DELETE,
"CHANGE":Opt.CHANGE,
"SEARCH":Opt.SEARCH,
"Ftype.NDARRAY": Ftype.NDARRAY,
"Ftype.PATH":Ftype.PATH,
"Ftype.BASE64":Ftype.BASE64,
"Ftype.URL":Ftype.URL
"NDARRAY": Ftype.NDARRAY,
"PATH":Ftype.PATH,
"BASE64":Ftype.BASE64,
"URL":Ftype.URL
}
@ -218,7 +220,7 @@ def updateFaceDB(img: Union[str, np.ndarray], img_name: str, img_mode: Ftype, op
#interface 2: face recognition using embeddings on face_db
def faceRecog(img: Union[str,np.ndarray],img_mode: Ftype):
def faceRecog(img: Union[str,np.ndarray], img_mode: Ftype):
beg = time.time()
# keep the database is the newest
search_identity(
@ -305,7 +307,44 @@ def faceRecog(img: Union[str,np.ndarray],img_mode: Ftype):
if __name__ == "__main__":
input_data = sys.stdin.read()
split_data = input_data.replace('\r\n', '\n').split('\n') # 将 `\r\n` 优先认定为换行符， 而不是认定为 `\r + 换行`
img, img_name = "",""
TYPE = sys.argv[1]
if len(split_data) == 2:
img = split_data[0]
img_name = split_data[1]
elif len(split_data) == 1:
img = split_data[0]
print(TYPE, img, img_name)
interface_type, img_mode, opt_mode = TYPE.split("_")
img_mode = GLOBAL_DICT[img_mode]
if interface_type == "UPDATEDB":
opt_mode = GLOBAL_DICT[opt_mode]
# call updateFaceDB for handling the picture
ret = updateFaceDB(img = img,
img_name = img_name,
img_mode = img_mode,
opt_mode = opt_mode,
)
if isinstance(ret, Status): # means error happened
print(ret.value)
else:
print(f'status: {ret["status"]}, description: {ret["description"]}')
elif interface_type == "FACEID":
ret = faceRecog(
img = img,
img_mode = img_mode,
)
success, encoded_res_img = cv2.imencode('.png', ret[2])
if success:
res_img_base64 = base64.b64encode(encoded_res_img).decode("utf-8")
print(f"name: {ret[0]}, position: {ret[1]}, resImg: {res_img_base64}" )
else:
print(Status.NotImplementedError)
"""
img = sys.argv[1]
img_name = sys.argv[2]
@ -323,7 +362,7 @@ if __name__ == "__main__":
else:
print('ret["status"], ret["description"]: ', ret["status"], ret["description"])
"""
"""
# use func to face recognition
tic = time.time()
img = sys.argv[1]
@ -341,5 +380,4 @@ if __name__ == "__main__":
print("img.size = ", ret[2].shape)
cv2.imshow("res",ret[2])
cv2.waitKey(0)
"""