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Android開發(fā)人臉識別統(tǒng)計(jì)人臉數(shù)

 更新時(shí)間：2020年10月22日 16:57:46   作者：tanleicsdn  
這篇文章主要介紹了Android開發(fā)人臉識別統(tǒng)計(jì)人臉數(shù)，文中示例代碼介紹的非常詳細(xì)，具有一定的參考價(jià)值，感興趣的小伙伴們可以參考一下

本文實(shí)例為大家分享了Android開發(fā)人臉識別統(tǒng)計(jì)的具體代碼，供大家參考，具體內(nèi)容如下

最近項(xiàng)目需求是統(tǒng)計(jì)當(dāng)前攝像頭中的人臉個(gè)數(shù)，安卓有提供現(xiàn)成的Api，最終實(shí)現(xiàn)效果如上圖。

分析思路和步奏：

主要使用到的類：SurfaceView、CameraManager、CameraDevice.StateCallback、CameraCaptureSession.StateCallback。

1.通過SurfaceView展示預(yù)覽區(qū)。
2.在SurfaceView創(chuàng)建成功后通過CameraManager獲取當(dāng)前設(shè)備可用的攝像頭。
3.檢測攝像頭權(quán)限。
4.通過CameraManager打開攝像頭。
5.在打開成功的回調(diào)中通過CameraDevice創(chuàng)建會話。
6.在會話創(chuàng)建成功的回調(diào)方法中創(chuàng)建預(yù)覽請求。
7.在預(yù)覽請求的回調(diào)方法onCaptureCompleted()方法中獲取預(yù)覽界面中返回的人臉數(shù)。

以下是實(shí)現(xiàn)步驟：

1.xml

<LinearLayout xmlns:android="http://schemas.android.com/apk/res/android"
 android:layout_width="fill_parent"
 android:layout_height="fill_parent"
 android:orientation="vertical">

 <SurfaceView
  android:id="@+id/sv"
  android:layout_width="match_parent"
  android:layout_height="0dp"
  android:layout_weight="1" />
</LinearLayout>

java

cameraManager = (CameraManager) getSystemService(Context.CAMERA_SERVICE);
  surfaceHolder = sv.getHolder();
  surface = surfaceHolder.getSurface();
//獲取可用的相機(jī)列表
     String[] cameraIdList = cameraManager.getCameraIdList();
if (checkSelfPermission(Manifest.permission.CAMERA) != PackageManager.PERMISSION_GRANTED) {
      // TODO: Consider calling
      // Activity#requestPermissions
      // here to request the missing permissions, and then overriding
      // public void onRequestPermissionsResult(int requestCode, String[] permissions,
      //           int[] grantResults)
      // to handle the case where the user grants the permission. See the documentation
      // for Activity#requestPermissions for more details.
      return;
     }
//獲取開啟相機(jī)的相關(guān)參數(shù)
     CameraCharacteristics characteristics = cameraManager.getCameraCharacteristics(cameraIdList[1]);
     //可用于判斷是否支持人臉檢測，以及支持到哪種程度
     faceDetectModes = characteristics.get(CameraCharacteristics.STATISTICS_INFO_AVAILABLE_FACE_DETECT_MODES);//支持的人臉檢測模式
     cameraManager.openCamera(cameraIdList[1], mStateCallback, null);
camera.createCaptureSession(Arrays.asList(surface), new CameraCaptureSession.StateCallback() {
     @Override
     public void onConfigured(@NonNull CameraCaptureSession session) {
      
     }

     @Override
     public void onConfigureFailed(@NonNull CameraCaptureSession session) {

     }
    }, new Handler());
CaptureRequest.Builder captureRequest = camera.createCaptureRequest(CameraDevice.TEMPLATE_PREVIEW);
       captureRequest.addTarget(surface);
       captureRequest.set(CaptureRequest.CONTROL_MODE, CameraMetadata.CONTROL_MODE_AUTO);
       captureRequest.set(CaptureRequest.STATISTICS_FACE_DETECT_MODE, getFaceDetectMode());
       session.setRepeatingRequest(captureRequest.build(),captureCallback,new Handler());
 /**
  * 預(yù)覽回調(diào)
  */
 private CameraCaptureSession.CaptureCallback captureCallback = new CameraCaptureSession.CaptureCallback() {
  @Override
  public void onCaptureStarted(@NonNull CameraCaptureSession session, @NonNull CaptureRequest request, long timestamp, long frameNumber) {
   super.onCaptureStarted(session, request, timestamp, frameNumber);
  }

  @Override
  public void onCaptureProgressed(@NonNull CameraCaptureSession session, @NonNull CaptureRequest request, @NonNull CaptureResult partialResult) {
   super.onCaptureProgressed(session, request, partialResult);
  }

  @Override
  public void onCaptureCompleted(@NonNull CameraCaptureSession session, @NonNull CaptureRequest request, @NonNull TotalCaptureResult result) {
   super.onCaptureCompleted(session, request, result);
   Face faces[] = result.get(CaptureResult.STATISTICS_FACES);
   if (faces.length != face) {
    Log.e("lee", faces.length + "張臉");
   }
  }

  @Override
  public void onCaptureFailed(@NonNull CameraCaptureSession session, @NonNull CaptureRequest request, @NonNull CaptureFailure failure) {
   super.onCaptureFailed(session, request, failure);
  }

  @Override
  public void onCaptureSequenceCompleted(@NonNull CameraCaptureSession session, int sequenceId, long frameNumber) {
   super.onCaptureSequenceCompleted(session, sequenceId, frameNumber);
  }

  @Override
  public void onCaptureSequenceAborted(@NonNull CameraCaptureSession session, int sequenceId) {
   super.onCaptureSequenceAborted(session, sequenceId);
  }

  @Override
  public void onCaptureBufferLost(@NonNull CameraCaptureSession session, @NonNull CaptureRequest request, @NonNull Surface target, long frameNumber) {
   super.onCaptureBufferLost(session, request, target, frameNumber);
  }
 };

以下就是所有代碼：

MainActivity.java

package com.zg.lcddemo;

import android.Manifest;
import android.content.ContentValues;
import android.content.Context;
import android.content.pm.PackageManager;
import android.content.res.Configuration;
import android.database.Cursor;
import android.graphics.Bitmap;
import android.graphics.BitmapFactory;
import android.graphics.ImageFormat;
import android.graphics.Rect;
import android.graphics.SurfaceTexture;
import android.hardware.Camera;
import android.hardware.camera2.CameraAccessException;
import android.hardware.camera2.CameraCaptureSession;
import android.hardware.camera2.CameraCharacteristics;
import android.hardware.camera2.CameraDevice;
import android.hardware.camera2.CameraManager;
import android.hardware.camera2.CameraMetadata;
import android.hardware.camera2.CaptureFailure;
import android.hardware.camera2.CaptureRequest;
import android.hardware.camera2.CaptureResult;
import android.hardware.camera2.TotalCaptureResult;
import android.hardware.camera2.params.Face;
import android.hardware.camera2.params.SessionConfiguration;
import android.hardware.camera2.params.StreamConfigurationMap;
import android.media.FaceDetector;
import android.media.ImageReader;
import android.net.Uri;
import android.os.Build;
import android.os.Bundle;
import android.os.Handler;
import android.os.HandlerThread;
import android.os.Message;
import android.provider.MediaStore;
import android.util.Log;
import android.util.Size;
import android.view.Surface;
import android.view.SurfaceHolder;
import android.view.SurfaceView;
import android.view.View;
import android.widget.Button;
import android.widget.ImageView;
import android.widget.Toast;

import androidx.annotation.NonNull;
import androidx.annotation.RequiresApi;
import androidx.appcompat.app.AppCompatActivity;

import java.io.BufferedInputStream;
import java.io.FileInputStream;
import java.io.FileNotFoundException;
import java.io.IOException;
import java.io.OutputStream;
import java.util.ArrayList;
import java.util.Arrays;
import java.util.Iterator;
import java.util.List;
import java.util.concurrent.Semaphore;

public class MainActivity extends AppCompatActivity {
 private SurfaceView sv;
 private SurfaceHolder surfaceHolder;
 private CameraManager cameraManager;
 private Surface surface;
 int[] faceDetectModes;
 int face;
 List<Bitmap> bitmaps = new ArrayList<>();

 /**
  * 獲取支持的最高人臉檢測級別
  *
  * @return
  */
 private int getFaceDetectMode() {
  if (faceDetectModes == null) {
   return CaptureRequest.STATISTICS_FACE_DETECT_MODE_FULL;
  } else {
   return faceDetectModes[faceDetectModes.length - 1];
  }
 }

 @RequiresApi(api = Build.VERSION_CODES.M)
 @Override
 protected void onCreate(Bundle savedInstanceState) {
  super.onCreate(savedInstanceState);
  setContentView(R.layout.activity_main);
  sv = findViewById(R.id.sv);
  cameraManager = (CameraManager) getSystemService(Context.CAMERA_SERVICE);
  surfaceHolder = sv.getHolder();
  surface = surfaceHolder.getSurface();
  surfaceHolder.addCallback(new SurfaceHolder.Callback() {
   @RequiresApi(api = Build.VERSION_CODES.M)
   @Override
   public void surfaceCreated(SurfaceHolder holder) {
    try {
     //獲取可用的相機(jī)列表
     String[] cameraIdList = cameraManager.getCameraIdList();
     if (checkSelfPermission(Manifest.permission.CAMERA) != PackageManager.PERMISSION_GRANTED) {
      // TODO: Consider calling
      // Activity#requestPermissions
      // here to request the missing permissions, and then overriding
      // public void onRequestPermissionsResult(int requestCode, String[] permissions,
      //           int[] grantResults)
      // to handle the case where the user grants the permission. See the documentation
      // for Activity#requestPermissions for more details.
      return;
     }
     //獲取開啟相機(jī)的相關(guān)參數(shù)
     CameraCharacteristics characteristics = cameraManager.getCameraCharacteristics(cameraIdList[1]);
     //可用于判斷是否支持人臉檢測，以及支持到哪種程度
     faceDetectModes = characteristics.get(CameraCharacteristics.STATISTICS_INFO_AVAILABLE_FACE_DETECT_MODES);//支持的人臉檢測模式
     cameraManager.openCamera(cameraIdList[1], mStateCallback, null);
    } catch (CameraAccessException e) {
     e.printStackTrace();
    }
   }

   @Override
   public void surfaceChanged(SurfaceHolder holder, int format, int width, int height) {

   }

   @Override
   public void surfaceDestroyed(SurfaceHolder holder) {

   }
  });

 }

 /**
  * 相機(jī)狀態(tài)回調(diào)
  */
 private CameraDevice.StateCallback mStateCallback = new CameraDevice.StateCallback() {
  @Override
  public void onOpened(@NonNull final CameraDevice camera) {
   //打開成功，可以獲取CameraDevice對象
   try {
    camera.createCaptureSession(Arrays.asList(surface), new CameraCaptureSession.StateCallback() {
     @Override
     public void onConfigured(@NonNull CameraCaptureSession session) {
      try {
       CaptureRequest.Builder captureRequest = camera.createCaptureRequest(CameraDevice.TEMPLATE_PREVIEW);
       captureRequest.addTarget(surface);
       captureRequest.set(CaptureRequest.CONTROL_MODE, CameraMetadata.CONTROL_MODE_AUTO);
       captureRequest.set(CaptureRequest.STATISTICS_FACE_DETECT_MODE, getFaceDetectMode());
       session.setRepeatingRequest(captureRequest.build(),captureCallback,new Handler());
      } catch (CameraAccessException e) {
       e.printStackTrace();
      }
     }

     @Override
     public void onConfigureFailed(@NonNull CameraCaptureSession session) {

     }
    }, new Handler());
   } catch (CameraAccessException e) {
    e.printStackTrace();
   }

  }

  @Override
  public void onDisconnected(@NonNull CameraDevice camera) {
   //斷開連接
   Toast.makeText(MainActivity.this, "onDisconnected", Toast.LENGTH_SHORT).show();
  }

  @Override
  public void onError(@NonNull CameraDevice camera, final int error) {
   //發(fā)生異常
   Toast.makeText(MainActivity.this, "onError", Toast.LENGTH_SHORT).show();
  }
 };


 /**
  * 預(yù)覽回調(diào)
  */
 private CameraCaptureSession.CaptureCallback captureCallback = new CameraCaptureSession.CaptureCallback() {
  @Override
  public void onCaptureStarted(@NonNull CameraCaptureSession session, @NonNull CaptureRequest request, long timestamp, long frameNumber) {
   super.onCaptureStarted(session, request, timestamp, frameNumber);
  }

  @Override
  public void onCaptureProgressed(@NonNull CameraCaptureSession session, @NonNull CaptureRequest request, @NonNull CaptureResult partialResult) {
   super.onCaptureProgressed(session, request, partialResult);
  }

  @Override
  public void onCaptureCompleted(@NonNull CameraCaptureSession session, @NonNull CaptureRequest request, @NonNull TotalCaptureResult result) {
   super.onCaptureCompleted(session, request, result);
   Face faces[] = result.get(CaptureResult.STATISTICS_FACES);
   if (faces.length != face) {
    Log.e("lee", faces.length + "張臉");
    face = faces.length;  
   }
  }

  @Override
  public void onCaptureFailed(@NonNull CameraCaptureSession session, @NonNull CaptureRequest request, @NonNull CaptureFailure failure) {
   super.onCaptureFailed(session, request, failure);
  }

  @Override
  public void onCaptureSequenceCompleted(@NonNull CameraCaptureSession session, int sequenceId, long frameNumber) {
   super.onCaptureSequenceCompleted(session, sequenceId, frameNumber);
  }

  @Override
  public void onCaptureSequenceAborted(@NonNull CameraCaptureSession session, int sequenceId) {
   super.onCaptureSequenceAborted(session, sequenceId);
  }

  @Override
  public void onCaptureBufferLost(@NonNull CameraCaptureSession session, @NonNull CaptureRequest request, @NonNull Surface target, long frameNumber) {
   super.onCaptureBufferLost(session, request, target, frameNumber);
  }
 };
}

xml

<?xml version="1.0" encoding="utf-8"?>
<LinearLayout xmlns:android="http://schemas.android.com/apk/res/android"
 android:layout_width="fill_parent"
 android:layout_height="fill_parent"
 android:orientation="vertical">

 <SurfaceView
  android:id="@+id/sv"
  android:layout_width="match_parent"
  android:layout_height="0dp"
  android:layout_weight="1" />
</LinearLayout>

以上就能實(shí)現(xiàn)統(tǒng)計(jì)當(dāng)前攝像頭下有多少個(gè)人臉。

以上就是本文的全部內(nèi)容，希望對大家的學(xué)習(xí)有所幫助，也希望大家多多支持腳本之家。

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