4s店网站建设方案,娄底住房和城乡建设部网站,濮阳做网站优化,河北专业网站建设公司推荐虹软人脸识别#xff1a;
虹软人脸识别的地址#xff1a;虹软视觉开放平台—以免费人脸识别技术为核心的人脸识别算法开放平台
依赖包#xff1a;
依赖包是从虹软开发平台下载的 在项目中引入这个依赖包 pom.xml
!-- 人脸识别 --dependencygr…虹软人脸识别
虹软人脸识别的地址虹软视觉开放平台—以免费人脸识别技术为核心的人脸识别算法开放平台
依赖包
依赖包是从虹软开发平台下载的 在项目中引入这个依赖包 pom.xml
!-- 人脸识别 --dependencygroupIdcom.arcsoft.face/groupIdartifactIdarcsoft-sdk-face/artifactIdversion2.2.0.1/versionscopesystem/scopesystemPath${project.basedir}/lib/arcsoft-sdk-face-3.0.0.0.jar/systemPath/dependency
打包
configurationincludeSystemScopetrue/includeSystemScope
/configuration
如图 需要的参数
#虹软人脸识别参数
arcsoft.appidJC1YjvrZrVXtJTTw9d68Jpzi95FY5kNAM5r98wft11111
arcsoft.sdkKeyEAFuucMzSpKymeCYqYwg4UC3QBbbMeMnw7NZBNRt1111
#驱动
arcsoft.libPathD:\\Java\\faceDrive
驱动是需要引入代码中的 代码
package com.example.tanhuanapp.server.impl;import com.arcsoft.face.EngineConfiguration;
import com.arcsoft.face.FaceEngine;
import com.arcsoft.face.FaceInfo;
import com.arcsoft.face.FunctionConfiguration;
import com.arcsoft.face.enums.DetectMode;
import com.arcsoft.face.enums.DetectOrient;
import com.arcsoft.face.enums.ErrorInfo;
import com.arcsoft.face.enums.ImageFormat;
import com.arcsoft.face.toolkit.ImageFactory;
import com.arcsoft.face.toolkit.ImageInfo;
import lombok.extern.slf4j.Slf4j;
import org.springframework.beans.factory.annotation.Value;
import org.springframework.stereotype.Service;
import javax.annotation.PostConstruct;
import java.io.File;
import java.util.ArrayList;
import java.util.List;/*** author IT空门_门主* date 2024/1/11*/
Slf4j
Service
public class FaceEngineServiceImpl {Value(${arcsoft.appid})private String appid;Value(${arcsoft.sdkKey})private String sdkKey;Value(${arcsoft.libPath})private String libPath;private FaceEngine faceEngine;/*** 初始化引擎*/PostConstructpublic void init() {// 激活并且初始化引擎FaceEngine faceEngine new FaceEngine(libPath);int activeCode faceEngine.activeOnline(appid, sdkKey);if (activeCode ! ErrorInfo.MOK.getValue() activeCode ! ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {log.error(引擎激活失败);throw new RuntimeException(引擎激活失败);}//引擎配置EngineConfiguration engineConfiguration new EngineConfiguration();//IMAGE检测模式用于处理单张的图像数据engineConfiguration.setDetectMode(DetectMode.ASF_DETECT_MODE_IMAGE);//人脸检测角度逆时针0度engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_0_ONLY);//功能配置FunctionConfiguration functionConfiguration new FunctionConfiguration();functionConfiguration.setSupportAge(true);functionConfiguration.setSupportFace3dAngle(true);functionConfiguration.setSupportFaceDetect(true);functionConfiguration.setSupportFaceRecognition(true);functionConfiguration.setSupportGender(true);functionConfiguration.setSupportLiveness(true);functionConfiguration.setSupportIRLiveness(true);engineConfiguration.setFunctionConfiguration(functionConfiguration);//初始化引擎int initCode faceEngine.init(engineConfiguration);if (initCode ! ErrorInfo.MOK.getValue()) {log.error(初始化引擎出错!);throw new RuntimeException(初始化引擎出错!);}this.faceEngine faceEngine;}/*** 检测图片是否为人像** param imageInfo 图像对象* return true:人像false:非人像*/public boolean checkIsPortrait(ImageInfo imageInfo) {// 定义人脸列表ListFaceInfo faceInfoList new ArrayListFaceInfo();faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), ImageFormat.CP_PAF_BGR24, faceInfoList);log.info(检测到人脸数量:{},faceInfoList.size());log.info(检测:{},faceInfoList);return !faceInfoList.isEmpty();}/***上传图片接口byte[]* param imageData* return*/public boolean checkIsPortrait(byte[] imageData) {return this.checkIsPortrait(ImageFactory.getRGBData(imageData));}/*** 上传图片接口file* param file* return*/public boolean checkIsPortrait(File file) {return this.checkIsPortrait(ImageFactory.getRGBData(file));}
}测试
package com.example.tanhuanapp;import com.arcsoft.face.*;
import com.arcsoft.face.enums.DetectMode;
import com.arcsoft.face.enums.DetectModel;
import com.arcsoft.face.enums.DetectOrient;
import com.arcsoft.face.enums.ErrorInfo;
import com.arcsoft.face.toolkit.ImageInfo;
import com.arcsoft.face.toolkit.ImageInfoEx;
import com.example.tanhuanapp.server.impl.FaceEngineServiceImpl;
import lombok.extern.slf4j.Slf4j;
import org.junit.jupiter.api.Test;
import org.springframework.beans.factory.annotation.Autowired;
import org.springframework.boot.test.context.SpringBootTest;
import java.io.File;
import java.util.ArrayList;
import java.util.List;
import static com.arcsoft.face.toolkit.ImageFactory.getGrayData;
import static com.arcsoft.face.toolkit.ImageFactory.getRGBData;/*** author IT空门_门主* date 2024/1/11*/
Slf4j
SpringBootTest
public class FaceRecognition {Autowiredprivate FaceEngineServiceImpl faceEngineService;/*** 测试人脸识别*/Testpublic void testCheckIsPortrait(){File file new File(C:\\Users\\DELL\\Desktop\\aa\\1.jpg);boolean checkIsPortrait this.faceEngineService.checkIsPortrait(file);System.out.println(checkIsPortrait); // true|false}Testvoid contextLoads() {//从官网获取String appId JC1YjvrZrVXtJTTw9d68Jpzi95FY5kNAM5r98wftenQU;String sdkKey EAFuucMzSpKymeCYqYwg4UC3QBbbMeMnw7NZBNRtcGco;FaceEngine faceEngine new FaceEngine(D:\\Java\\faceDrive);log.info(faceEngine:{},faceEngine);//激活引擎int errorCode faceEngine.activeOnline(appId, sdkKey);if (errorCode ! ErrorInfo.MOK.getValue() errorCode ! ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {System.out.println(引擎激活失败);}ActiveFileInfo activeFileInfonew ActiveFileInfo();errorCode faceEngine.getActiveFileInfo(activeFileInfo);if (errorCode ! ErrorInfo.MOK.getValue() errorCode ! ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {System.out.println(获取激活文件信息失败);}//引擎配置EngineConfiguration engineConfiguration new EngineConfiguration();engineConfiguration.setDetectMode(DetectMode.ASF_DETECT_MODE_IMAGE);engineConfiguration.setDetectFaceOrientPriority(DetectOrient.ASF_OP_ALL_OUT);engineConfiguration.setDetectFaceMaxNum(10);engineConfiguration.setDetectFaceScaleVal(16);//功能配置FunctionConfiguration functionConfiguration new FunctionConfiguration();functionConfiguration.setSupportAge(true);functionConfiguration.setSupportFace3dAngle(true);functionConfiguration.setSupportFaceDetect(true);functionConfiguration.setSupportFaceRecognition(true);functionConfiguration.setSupportGender(true);functionConfiguration.setSupportLiveness(true);functionConfiguration.setSupportIRLiveness(true);engineConfiguration.setFunctionConfiguration(functionConfiguration);//初始化引擎errorCode faceEngine.init(engineConfiguration);if (errorCode ! ErrorInfo.MOK.getValue()) {System.out.println(初始化引擎失败);}//人脸检测ImageInfo imageInfo getRGBData(new File(C:\\Users\\DELL\\Desktop\\aa\\21.jpg));ListFaceInfo faceInfoList new ArrayListFaceInfo();errorCode faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList);System.out.println(faceInfoList);log.info(人脸检测接口返回值为{}, faceInfoList);//特征提取FaceFeature faceFeature new FaceFeature();errorCode faceEngine.extractFaceFeature(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList.get(0), faceFeature);System.out.println(特征值大小 faceFeature.getFeatureData().length);//人脸检测2ImageInfo imageInfo2 getRGBData(new File(C:\\Users\\DELL\\Desktop\\aa\\21.jpg));ListFaceInfo faceInfoList2 new ArrayListFaceInfo();errorCode faceEngine.detectFaces(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(),imageInfo2.getImageFormat(), faceInfoList2);System.out.println(faceInfoList2);//特征提取2FaceFeature faceFeature2 new FaceFeature();errorCode faceEngine.extractFaceFeature(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(), imageInfo2.getImageFormat(), faceInfoList2.get(0), faceFeature2);System.out.println(特征值大小 faceFeature2.getFeatureData().length);//特征比对FaceFeature targetFaceFeature new FaceFeature();targetFaceFeature.setFeatureData(faceFeature.getFeatureData());FaceFeature sourceFaceFeature new FaceFeature();sourceFaceFeature.setFeatureData(faceFeature2.getFeatureData());FaceSimilar faceSimilar new FaceSimilar();errorCode faceEngine.compareFaceFeature(targetFaceFeature, sourceFaceFeature, faceSimilar);System.out.println(相似度 faceSimilar.getScore());//设置活体测试errorCode faceEngine.setLivenessParam(0.5f, 0.7f);//人脸属性检测FunctionConfiguration configuration new FunctionConfiguration();configuration.setSupportAge(true);configuration.setSupportFace3dAngle(true);configuration.setSupportGender(true);configuration.setSupportLiveness(true);errorCode faceEngine.process(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList, configuration);//性别检测ListGenderInfo genderInfoList new ArrayListGenderInfo();errorCode faceEngine.getGender(genderInfoList);System.out.println(性别 genderInfoList.get(0).getGender());//年龄检测ListAgeInfo ageInfoList new ArrayListAgeInfo();errorCode faceEngine.getAge(ageInfoList);System.out.println(年龄 ageInfoList.get(0).getAge());//3D信息检测ListFace3DAngle face3DAngleList new ArrayListFace3DAngle();errorCode faceEngine.getFace3DAngle(face3DAngleList);System.out.println(3D角度 face3DAngleList.get(0).getPitch() , face3DAngleList.get(0).getRoll() , face3DAngleList.get(0).getYaw());//活体检测ListLivenessInfo livenessInfoList new ArrayListLivenessInfo();errorCode faceEngine.getLiveness(livenessInfoList);System.out.println(活体 livenessInfoList.get(0).getLiveness());//IR属性处理ImageInfo imageInfoGray getGrayData(new File(C:\\Users\\DELL\\Desktop\\aa\\21.jpg));ListFaceInfo faceInfoListGray new ArrayListFaceInfo();errorCode faceEngine.detectFaces(imageInfoGray.getImageData(), imageInfoGray.getWidth(), imageInfoGray.getHeight(), imageInfoGray.getImageFormat(), faceInfoListGray);FunctionConfiguration configuration2 new FunctionConfiguration();configuration2.setSupportIRLiveness(true);errorCode faceEngine.processIr(imageInfoGray.getImageData(), imageInfoGray.getWidth(), imageInfoGray.getHeight(), imageInfoGray.getImageFormat(), faceInfoListGray, configuration2);//IR活体检测ListIrLivenessInfo irLivenessInfo new ArrayList();errorCode faceEngine.getLivenessIr(irLivenessInfo);System.out.println(IR活体 irLivenessInfo.get(0).getLiveness());ImageInfoEx imageInfoEx new ImageInfoEx();imageInfoEx.setHeight(imageInfo.getHeight());imageInfoEx.setWidth(imageInfo.getWidth());imageInfoEx.setImageFormat(imageInfo.getImageFormat());imageInfoEx.setImageDataPlanes(new byte[][]{imageInfo.getImageData()});imageInfoEx.setImageStrides(new int[]{imageInfo.getWidth() * 3});ListFaceInfo faceInfoList1 new ArrayList();errorCode faceEngine.detectFaces(imageInfoEx, DetectModel.ASF_DETECT_MODEL_RGB, faceInfoList1);FunctionConfiguration fun new FunctionConfiguration();fun.setSupportAge(true);errorCode faceEngine.process(imageInfoEx, faceInfoList1, functionConfiguration);ListAgeInfo ageInfoList1 new ArrayList();int age faceEngine.getAge(ageInfoList1);System.out.println(年龄 ageInfoList1.get(0).getAge());FaceFeature feature new FaceFeature();errorCode faceEngine.extractFaceFeature(imageInfoEx, faceInfoList1.get(0), feature);//引擎卸载errorCode faceEngine.unInit();}
}
