arcface-spring-boot-starter

组件简介

基于 虹软 - 视觉开放平台 人脸识别SDK实现的人脸识别整合

使用说明

1、发布SDK到自己的 Maven私服（请下载新版本）

mvn deploy:deploy-file -DgroupId=com.baidu.aip -DartifactId=java-sdk -Dversion=4.11.1 -Dpackaging=jar -Dfile=D:\aip-java-sdk-4.11.1.jar -Durl=http://127.0.0.1:8082/nexus/content/repositories/releases/ -DrepositoryId=nexus-releases

2、Spring Boot 项目添加 Maven 依赖

<dependency>
    <groupId>com.github.hiwepy</groupId>
    <artifactId>arcface-spring-boot-starter</artifactId>
    <version>${project.version}</version>
</dependency>

2、在application.yml文件中增加如下配置

#################################################################################################
### 虹软人脸识别 配置：
#################################################################################################
arcface:
  enabled: true
  app-id: xx
  sdk-key: xxx
  detect-mode: asf-detect-mode-image
  detect-face-max-num: 1
  detect-face-orient-priority: asf-op-0-only
  detect-face-scale-val: 1
  function-configuration:
    support-age: true
    support-face-detect: true
    support-face-recognition: true
    support-face3d-angle: true
    support-gender: true
    support-iRLiveness: true
    support-liveness: true
  lib-path: usr\libs
  pool2:
    max-idle: 5
    max-total: 10
    test-on-borrow: true
    test-on-create: true
    test-on-return: false
    test-while-idle: false

3、使用示例

import static com.arcsoft.face.toolkit.ImageFactory.getGrayData;
import static com.arcsoft.face.toolkit.ImageFactory.getRGBData;
import static org.junit.Assert.assertEquals;

import java.io.File;
import java.util.ArrayList;
import java.util.List;

import com.arcsoft.face.ActiveFileInfo;
import com.arcsoft.face.AgeInfo;
import com.arcsoft.face.EngineConfiguration;
import com.arcsoft.face.Face3DAngle;
import com.arcsoft.face.FaceEngine;
import com.arcsoft.face.FaceFeature;
import com.arcsoft.face.FaceInfo;
import com.arcsoft.face.FaceSimilar;
import com.arcsoft.face.FunctionConfiguration;
import com.arcsoft.face.GenderInfo;
import com.arcsoft.face.IrLivenessInfo;
import com.arcsoft.face.LivenessInfo;
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.ImageInfo;


public class FaceEngineTest {


    public static void main(String[] args) {

        String appId = "";
        String sdkKey = "";

        FaceEngine faceEngine = new FaceEngine();
        //激活引擎
        int activeCode = faceEngine.activeOnline(appId, sdkKey);

        if (activeCode != ErrorInfo.MOK.getValue() && activeCode != ErrorInfo.MERR_ASF_ALREADY_ACTIVATED.getValue()) {
            System.out.println("引擎激活失败");
        }

        //引擎配置
        EngineConfiguration engineConfiguration = new EngineConfiguration();
        engineConfiguration.setDetectMode(DetectMode.ASF_DETECT_MODE_IMAGE);
        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()) {
            System.out.println("初始化引擎失败");
        }


        //人脸检测
        ImageInfo imageInfo = getRGBData(new File("f:\\timg.jpg"));
        List<FaceInfo> faceInfoList = new ArrayList<FaceInfo>();
        int detectCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), ImageFormat.CP_PAF_BGR24, faceInfoList);
        System.out.println(faceInfoList);

        //特征提取
        FaceFeature faceFeature = new FaceFeature();
        int extractCode = faceEngine.extractFaceFeature(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), ImageFormat.CP_PAF_BGR24, faceInfoList.get(0), faceFeature);
        System.out.println("特征值大小：" + faceFeature.getFeatureData().length);

        //人脸检测2
        ImageInfo imageInfo2 = getRGBData(new File("f:\\timg.jpg"));
        List<FaceInfo> faceInfoList2 = new ArrayList<FaceInfo>();
        int detectCode2 = faceEngine.detectFaces(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(), ImageFormat.CP_PAF_BGR24, faceInfoList2);
        System.out.println(faceInfoList);

        //特征提取2
        FaceFeature faceFeature2 = new FaceFeature();
        int extractCode2 = faceEngine.extractFaceFeature(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(), ImageFormat.CP_PAF_BGR24, faceInfoList2.get(0), faceFeature2);
        System.out.println("特征值大小：" + faceFeature.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();
        int compareCode = faceEngine.compareFaceFeature(targetFaceFeature, sourceFaceFeature, faceSimilar);
        System.out.println("相似度：" + faceSimilar.getScore());


        //人脸属性检测
        FunctionConfiguration configuration = new FunctionConfiguration();
        configuration.setSupportAge(true);
        configuration.setSupportFace3dAngle(true);
        configuration.setSupportGender(true);
        configuration.setSupportLiveness(true);
        int processCode = faceEngine.process(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), ImageFormat.CP_PAF_BGR24, faceInfoList, configuration);


        //性别检测
        List<GenderInfo> genderInfoList = new ArrayList<GenderInfo>();
        int genderCode = faceEngine.getGender(genderInfoList);
        assertEquals("性别检测失败", genderCode, ErrorInfo.MOK.getValue());
        System.out.println("性别：" + genderInfoList.get(0).getGender());

        //年龄检测
        List<AgeInfo> ageInfoList = new ArrayList<AgeInfo>();
        int ageCode = faceEngine.getAge(ageInfoList);
        assertEquals("年龄检测失败", ageCode, ErrorInfo.MOK.getValue());
        System.out.println("年龄：" + ageInfoList.get(0).getAge());

        //3D信息检测
        List<Face3DAngle> face3DAngleList = new ArrayList<Face3DAngle>();
        int face3dCode = 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
        List<LivenessInfo> livenessInfoList = new ArrayList<LivenessInfo>();
        int livenessCode = faceEngine.getLiveness(livenessInfoList);
        System.out.println("活体：" + livenessInfoList.get(0).getLiveness());

        //IR属性处理
        ImageInfo imageInfoGray = getGrayData(new File("f:\\timg.jpg"));
        List<FaceInfo> faceInfoListGray = new ArrayList<FaceInfo>();
        int detectCodeGray = faceEngine.detectFaces(imageInfoGray.getImageData(), imageInfoGray.getWidth(), imageInfoGray.getHeight(), ImageFormat.CP_PAF_GRAY, faceInfoListGray);

        FunctionConfiguration configuration2 = new FunctionConfiguration();
        configuration2.setSupportIRLiveness(true);
        int processCode2 = faceEngine.processIr(imageInfoGray.getImageData(), imageInfoGray.getWidth(), imageInfoGray.getHeight(), ImageFormat.CP_PAF_GRAY, faceInfoListGray, configuration2);

        //IR活体检测
        List<IrLivenessInfo> irLivenessInfo = new ArrayList<>();
        int livenessIr = faceEngine.getLivenessIr(irLivenessInfo);
        System.out.println("IR活体：" + irLivenessInfo.get(0).getLiveness());

        //设置活体检测参数
        int paramCode = faceEngine.setLivenessParam(0.8f, 0.8f);

        //获取激活文件信息
        ActiveFileInfo activeFileInfo = new ActiveFileInfo();
        int activeFileCode = faceEngine.getActiveFileInfo(activeFileInfo);

        //引擎卸载
        int unInitCode = faceEngine.unInit();
    }
}

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