iden_server/src/test/java/com/face/monitor/FaceIdenTool.java

package com.face.monitor;

import com.face.monitor.model.FaceModel;
import com.face.monitor.model.FaceRecogRetrieveResult;
import com.face.monitor.model.Image;
import com.face.monitor.model.RecogResult;



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

public class FaceIdenTool {

    /**
     * 初始化引擎，加载图像人脸特征库
     * @param idenRoot
     * @param imgFiles
     * @return
     */
    public static FaceMonitor initFaceMonitor(String idenRoot, File[] imgFiles) {
        //初始化引擎
        FaceMonitor faceMonitor = new FaceMonitor();
        faceMonitor.init(idenRoot + "face/model", 0);

        List<byte[]> faceTestImageList = new ArrayList<>();
        if(imgFiles != null && imgFiles.length > 0){
            for(File imgFile : imgFiles) {
                if(imgFile!= null && imgFile.isFile())
                faceTestImageList.add(readFileBytes(imgFile.getAbsolutePath()));
            }
        }

        FaceModel[] faceModels = faceMonitor.extractFeature(faceTestImageList);
        //加载人脸特征库
        if (faceModels != null && faceModels.length > 0) {
            faceMonitor.loadFaceDataset(faceModels);
        }

        return faceMonitor;
    }

    /**
     * 批量获取人脸特征码结构体
     * @param idenRoot
     * @param imgFiles
     * @return
     */
    public static FaceModel[] extractFeature(String idenRoot, File[] imgFiles){
        //初始化引擎
        FaceMonitor faceMonitor = new FaceMonitor();
        faceMonitor.init(idenRoot + "face/model", 0);

        List<byte[]> faceTestImageList = new ArrayList<>();
        if(imgFiles != null && imgFiles.length > 0){
            for(File imgFile : imgFiles) {
                faceTestImageList.add(readFileBytes(imgFile.getAbsolutePath()));
            }
        }
        FaceModel[] faceModels = faceMonitor.extractFeature(faceTestImageList);
        //释放人脸引擎
        faceMonitor.releaseEngine();
        return faceModels;
    }


    /**
     * 得到单个特征码
     * @param idenRoot
     * @param imgFile
     * @return
     */
    public static String getFeatPtr(String idenRoot, File imgFile) {
        if(imgFile == null || !imgFile.isFile()){
            return null;
        }
        File[] imgFiles = new File[]{imgFile};
        FaceModel[] faceModels = extractFeature(idenRoot,imgFiles);

        if(faceModels != null && faceModels.length > 0) {
            FaceModel faceModel = faceModels[0];

            return ByteUtil.byte2Hex(faceModel.getFeatValue());
        }
        return null;
    }


    /**
     * faceModel在faceMonitor的人脸特征库中检索命中的index
     * @param faceMonitor
     * @param faceModel
     * @return
     */
    public static FaceRetrieveResultVO getHitResult(FaceMonitor faceMonitor, FaceModel faceModel) {
        if (faceMonitor == null){
            return null;
        }
        //topN建议使用10，传入范围(根据底库大小)
        int topN = 2;
        FaceRecogRetrieveResult faceRecogRetrieveResult = faceMonitor.faceRecogRetrieveFaceDataset(faceModel,topN);
        if(faceRecogRetrieveResult != null) {
            int index = faceRecogRetrieveResult.getOnePredictIds()[0];
            float score = faceRecogRetrieveResult.getOnePredictScores()[0];
            System.out.println("score888888==" + score);
            if (score >= 65) {
                FaceRetrieveResultVO faceRetrieveResultVO = new FaceRetrieveResultVO();
                faceRetrieveResultVO.setIndex(index);
                faceRetrieveResultVO.setScore(score);
                return faceRetrieveResultVO;
            }
        }
        return null;
    }

    public static boolean isHit(String idenRoot, String featPtrVisitor, List<String> featPtrList){
        //初始化引擎
        FaceMonitor faceMonitor = new FaceMonitor();
        faceMonitor.init(idenRoot + "face/model", 0);
        FaceModel[] dataset = new FaceModel[featPtrList.size()];
        for (int i = 0; i < featPtrList.size(); i++) {
            String featPtr = featPtrList.get(i);
            FaceModel faceModel = new FaceModel();
            faceModel.setName(String.valueOf(i));
            faceModel.setPersonId(i);
            faceModel.setFeatValue(ByteUtil.hex2Byte(featPtr));
        }
        faceMonitor.loadFaceDataset(dataset);
        FaceModel faceModelPtrVisitor = new FaceModel();
        faceModelPtrVisitor.setName(String.valueOf(0));
        faceModelPtrVisitor.setPersonId(0);
        faceModelPtrVisitor.setFeatValue(ByteUtil.hex2Byte(featPtrVisitor));
        FaceRetrieveResultVO vo = getHitResult(faceMonitor,faceModelPtrVisitor);
        if(vo != null) {
            return true;
        } else {
            return false;
        }
    }

//    /**
//     * 使用dataPath的图片去库里查找，返回命中结果
//     * @param idenRoot
//     * @param dataPath
//     * @return
//     */
//    public static RecogResult watchFrame(String idenRoot,  String dataPath) {
//        //初始化引擎
//        FaceMonitor faceMonitor = new FaceMonitor();
//        faceMonitor.init(idenRoot + "face/model", 0);
//        Image image = faceMonitor.readImage(dataPath);
//        return faceMonitor.faceRecogMonitor(image);
//    }

    //释放人脸引擎
    public static void releaseEngine(FaceMonitor faceMonitor) {
        if(faceMonitor != null){
            faceMonitor.releaseEngine();
        }
    }
    /**
     * read file
     *
     * @param filePath
     * @return if file not exist, return null, else return content of file
     * @throws RuntimeException if an error occurs while operator BufferedReader
     */
    private static byte[] readFileBytes(String filePath) {
        File file = new File(filePath);
        if (file == null || !file.isFile()) {
            return null;
        }

        InputStream inputStream = null;
        ByteArrayOutputStream baos = null;
        try {
            inputStream = new FileInputStream(file);
            baos = new ByteArrayOutputStream();

            byte[] buffer = new byte[1024];
            int byteCount = 0;
            while ((byteCount = inputStream.read(buffer)) != -1) {// 循环从输入流读取
                // buffer字节
                baos.write(buffer, 0, byteCount);// 将读取的输入流写入到输出流
            }
            baos.flush();// 刷新缓冲区
            return baos.toByteArray();
        } catch (IOException e) {
            return null;
            //throw new RuntimeException("IOException occurred. ", e);
        } finally {
            close(inputStream);
            close(baos);
        }
    }

    private static void close(Closeable closeable) {
        if (closeable != null) {
            try {
                closeable.close();
            } catch (IOException e) {
                throw new RuntimeException("IOException occurred. ", e);
            }
        }
    }
}