人脸识别图片比较开源工具

package arc.linux; import com.arcsoft.face.*; import com.arcsoft.face.enums.*; import com.arcsoft.face.toolkit.ImageInfo; import java.io.File; import java.util.ArrayList; import java.util.List; import com.arcsoft.face.toolkit.ImageInfoEx; import static com.arcsoft.face.toolkit.ImageFactory.getGrayData; import static com.arcsoft.face.toolkit.ImageFactory.getRGBData; public class FaceEngineTest { public static void main(String[] args) { //从官网获取 String appId = "xxxxxtxxxxxx"; String sdkKey = "xxxxxxxxxxxx"; FaceEngine faceEngine = new FaceEngine("D:\\arcsoft_lib"); //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 activeFileInfo=new 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("d:\\aaa.jpg")); List<FaceInfo> faceInfoList = new ArrayList<FaceInfo>(); errorCode = faceEngine.detectFaces(imageInfo.getImageData(), imageInfo.getWidth(), imageInfo.getHeight(), imageInfo.getImageFormat(), faceInfoList); System.out.println(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2 ImageInfo imageInfo2 = getRGBData(new File("d:\\ccc.jpg")); List<FaceInfo> faceInfoList2 = new ArrayList<FaceInfo>(); errorCode = faceEngine.detectFaces(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(),imageInfo.getImageFormat(), faceInfoList2); System.out.println(faceInfoList); // //特征提取2 // FaceFeature faceFeature2 = new FaceFeature(); // errorCode = faceEngine.extractFaceFeature(imageInfo2.getImageData(), imageInfo2.getWidth(), imageInfo2.getHeight(), imageInfo.getImageFormat(), 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(); // // 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 // List<GenderInfo> genderInfoList = new ArrayList<GenderInfo>(); // errorCode = faceEngine.getGender(genderInfoList); // System.out.println("性别：" + genderInfoList.get(0).getGender()); // // //年龄检测 // List<AgeInfo> ageInfoList = new ArrayList<AgeInfo>(); // errorCode = faceEngine.getAge(ageInfoList); // System.out.println("年龄：" + ageInfoList.get(0).getAge()); // // //3D信息检测 // List<Face3DAngle> face3DAngleList = new ArrayList<Face3DAngle>(); // 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 // List<LivenessInfo> livenessInfoList = new ArrayList<LivenessInfo>(); // errorCode = faceEngine.getLiveness(livenessInfoList); // System.out.println("活体：" + livenessInfoList.get(0).getLiveness()); // // // //IR属性处理 // ImageInfo imageInfoGray = getGrayData(new File("d:\\IR_480p.jpg")); // List<FaceInfo> faceInfoListGray = new ArrayList<FaceInfo>(); // 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 // List<IrLivenessInfo> 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}); // List<FaceInfo> 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); // List<AgeInfo> 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