• 人脸识别1:1对比 (一)


    本项目采用了eyekey 第三方接口,实现了自选图片人脸识别和 两张图片的1:1对比,可返回比对相似度信息,具体步骤如下:

    一、所需权限

    <uses-permission android:name="android.permission.INTERNET"/>
    <uses-permission android:name="android.permission.WRITE_EXTERNAL_STORAGE"/>
    <uses-permission android:name="android.permission.READ_EXTERNAL_STORAGE"/>

    二、第三方app id app key

    <meta-data android:name="appkey" android:value=""/>
    <meta-data android:name="appid" android:value=""/>

    本应用采用的eyekey 第三方接口,可自行去注册,以上代码放到配置文件中

    三、添加依赖

        compile "com.squareup.retrofit2:retrofit:2.1.0"
        compile "com.squareup.retrofit2:converter-gson:2.1.0"

    retrofit使用参见:https://www.jianshu.com/p/308f3c54abdd

     导入sdk,如图放入文件路径下:

    四、布局文件

    1:1对比

     页面两个ImageView 一个button 一个textView,点击imageView 选择本地图片

     1 <?xml version="1.0" encoding="utf-8"?>
     2 <ScrollView
     3     xmlns:android="http://schemas.android.com/apk/res/android"
     4     xmlns:tools="http://schemas.android.com/tools"
     5     android:layout_width="match_parent"
     6     android:layout_height="match_parent"
     7     android:paddingBottom="@dimen/activity_vertical_margin"
     8     android:paddingLeft="@dimen/activity_horizontal_margin"
     9     android:paddingRight="@dimen/activity_horizontal_margin"
    10     android:paddingTop="@dimen/activity_vertical_margin"
    11     tools:context="com.example.lifen.facecompareeyekey.MainActivity">
    12 
    13     <LinearLayout
    14         android:layout_width="match_parent"
    15         android:layout_height="match_parent"
    16         android:orientation="vertical">
    17 
    18         <LinearLayout
    19             android:layout_width="match_parent"
    20             android:layout_height="wrap_content"
    21             android:orientation="horizontal">
    22 
    23             <ImageView
    24                 android:id="@+id/img1"
    25                 android:layout_width="0dp"
    26                 android:layout_height="180dp"
    27                 android:layout_weight="1"
    28                 android:scaleType="centerCrop"
    29                 android:src="@drawable/head"/>
    30 
    31             <TextView
    32                 android:layout_width="wrap_content"
    33                 android:layout_height="match_parent"
    34                 android:gravity="center"
    35                 android:text="VS"
    36                 android:textColor="@android:color/black"
    37                 android:textSize="20dp"/>
    38 
    39             <ImageView
    40                 android:id="@+id/img2"
    41                 android:layout_width="0dp"
    42                 android:layout_height="180dp"
    43                 android:layout_weight="1"
    44                 android:scaleType="centerCrop"
    45                 android:src="@drawable/head"/>
    46 
    47         </LinearLayout>
    48 
    49         <Button
    50             android:id="@+id/compareBtn"
    51             android:layout_width="match_parent"
    52             android:layout_height="wrap_content"
    53             android:layout_marginTop="@dimen/activity_horizontal_margin"
    54             android:text="比对"/>
    55 
    56         <TextView
    57             android:id="@+id/resultBtn"
    58             android:layout_width="match_parent"
    59             android:layout_height="wrap_content"
    60             android:layout_marginTop="@dimen/activity_horizontal_margin"
    61             android:background="#eeeeee"
    62             android:padding="6dp"/>
    63 
    64     </LinearLayout>
    65 </ScrollView>
    View Code

     五、主界面 activity

    本演示仅一个页面,代码如下:

      1 package com.example.lifen.facecompareeyekey;
      2 
      3 import android.content.ContentResolver;
      4 import android.content.Intent;
      5 import android.graphics.Bitmap;
      6 import android.graphics.BitmapFactory;
      7 import android.net.Uri;
      8 import android.os.Bundle;
      9 import android.support.v7.app.AppCompatActivity;
     10 import android.util.Base64;
     11 import android.util.Log;
     12 import android.view.View;
     13 import android.widget.Button;
     14 import android.widget.ImageView;
     15 import android.widget.TextView;
     16 import android.widget.Toast;
     17 
     18 import com.example.lifen.facecompareeyekey.eyekeysdk.api.CheckAPI;
     19 import com.example.lifen.facecompareeyekey.eyekeysdk.entity.FaceAttrs;
     20 import com.example.lifen.facecompareeyekey.eyekeysdk.entity.MatchCompare;
     21 
     22 import java.io.ByteArrayOutputStream;
     23 import java.io.FileNotFoundException;
     24 
     25 import retrofit2.Call;
     26 import retrofit2.Callback;
     27 import retrofit2.Response;
     28 
     29 /**
     30  * eyekey人脸比对示例(matchCompare)
     31  *
     32  * @author wangzhi
     33  */
     34 public class MainActivity extends AppCompatActivity {
     35 
     36   private static final int REQUEST_CODE1 = 11;
     37   private static final int REQUEST_CODE2 = 12;
     38   ImageView mImageView1;
     39   ImageView mImageView2;
     40   Button mCompareBtn;
     41   TextView mResultText;
     42   private String mFaceId1;
     43   private String mFaceId2;
     44   private String mImgBase641;
     45   private String mImgBase642;
     46 
     47   @Override
     48   protected void onCreate(Bundle savedInstanceState) {
     49     super.onCreate(savedInstanceState);
     50     setContentView(R.layout.activity_main);
     51 
     52     // 初始化eyekey接口 (需在AndroidManifest.xml中添加appid和appkey)
     53     CheckAPI.init(this);
     54 
     55     mImageView1 = (ImageView) findViewById(R.id.img1);
     56     mImageView2 = (ImageView) findViewById(R.id.img2);
     57     mCompareBtn = (Button) findViewById(R.id.compareBtn);
     58     mResultText = (TextView) findViewById(R.id.resultBtn);
     59 
     60     mImageView1.setOnClickListener(new View.OnClickListener() {
     61       @Override
     62       public void onClick(View v) {
     63         startAlbumActivity(REQUEST_CODE1);
     64       }
     65     });
     66     mImageView2.setOnClickListener(new View.OnClickListener() {
     67       @Override
     68       public void onClick(View v) {
     69         startAlbumActivity(REQUEST_CODE2);
     70       }
     71     });
     72     mCompareBtn.setOnClickListener(new View.OnClickListener() {
     73       @Override
     74       public void onClick(View v) {
     75         startCompare();
     76       }
     77     });
     78   }
     79 
     80   private void startCompare() {
     81     if ("".equals(mImgBase641) || mImgBase641 == null || "".equals(mImgBase642) || mImgBase642 == null) {
     82       Toast.makeText(this, "请选择图片再比对", Toast.LENGTH_SHORT).show();
     83       return;
     84     }
     85     mResultText.setText("比对中...");
     86     getFaceId1();
     87   }
     88 
     89   void getFaceId1() {
     90     CheckAPI.checkingImageData(mImgBase641, null, null).enqueue(new Callback<FaceAttrs>() {
     91       @Override
     92       public void onResponse(Call<FaceAttrs> call, Response<FaceAttrs> response) {
     93         FaceAttrs faceAttrs = response.body();
     94         if (faceAttrs != null && "0000".equals(faceAttrs.getRes_code())) {
     95           mFaceId1 = faceAttrs.getFace().get(0).getFace_id();
     96           getFaceId2();
     97         } else {
     98           mResultText.setText("人脸检测失败...");
     99         }
    100       }
    101 
    102       @Override
    103       public void onFailure(Call<FaceAttrs> call, Throwable t) {
    104         mResultText.setText("网络出错...");
    105         Toast.makeText(MainActivity.this, "网络出错", Toast.LENGTH_SHORT).show();
    106       }
    107     });
    108   }
    109 
    110   void getFaceId2() {
    111     CheckAPI.checkingImageData(mImgBase642, null, null).enqueue(new Callback<FaceAttrs>() {
    112       @Override
    113       public void onResponse(Call<FaceAttrs> call, Response<FaceAttrs> response) {
    114         FaceAttrs faceAttrs = response.body();
    115         if (faceAttrs != null && "0000".equals(faceAttrs.getRes_code())) {
    116           mFaceId2 = faceAttrs.getFace().get(0).getFace_id();
    117           compare();
    118         } else {
    119           mResultText.setText("人脸检测失败...");
    120         }
    121       }
    122 
    123       @Override
    124       public void onFailure(Call<FaceAttrs> call, Throwable t) {
    125         mResultText.setText("网络出错...");
    126         Toast.makeText(MainActivity.this, "网络出错", Toast.LENGTH_SHORT).show();
    127       }
    128     });
    129   }
    130 
    131   void compare() {
    132     CheckAPI.matchCompare(mFaceId1, mFaceId2).enqueue(new Callback<MatchCompare>() {
    133       @Override
    134       public void onResponse(Call<MatchCompare> call, Response<MatchCompare> response) {
    135         MatchCompare compare = response.body();
    136         if (compare != null && "0000".equals(compare.getRes_code())) {
    137           mResultText.setText(compare.toString());
    138         } else {
    139           mResultText.setText("比对失败...");
    140         }
    141       }
    142 
    143       @Override
    144       public void onFailure(Call<MatchCompare> call, Throwable t) {
    145         mResultText.setText("网络出错...");
    146         Toast.makeText(MainActivity.this, "网络出错", Toast.LENGTH_SHORT).show();
    147       }
    148     });
    149   }
    150 
    151   private void startAlbumActivity(int requestCode) {
    152     Intent intent = new Intent();
    153     intent.setType("image/*");
    154     intent.setAction(Intent.ACTION_GET_CONTENT);
    155     startActivityForResult(intent, requestCode);
    156   }
    157 
    158   @Override
    159   protected void onActivityResult(int requestCode, int resultCode, Intent data) {
    160     if (data == null)
    161       return;
    162     Uri uri = data.getData();
    163     Log.e("uri", uri.toString());
    164     ContentResolver cr = this.getContentResolver();
    165     Bitmap bitmap = null;
    166     try {
    167       bitmap = BitmapFactory.decodeStream(cr.openInputStream(uri));
    168                 /* 将Bitmap设定到ImageView */
    169     } catch (FileNotFoundException e) {
    170       Log.e("Exception", e.getMessage(), e);
    171     }
    172     if (resultCode == RESULT_OK && requestCode == REQUEST_CODE1) {
    173       mImageView1.setImageBitmap(bitmap);
    174       mImgBase641 = bitmapToBase64(bitmap);
    175     } else if (resultCode == RESULT_OK && requestCode == REQUEST_CODE2) {
    176       mImageView2.setImageBitmap(bitmap);
    177       mImgBase642 = bitmapToBase64(bitmap);
    178     }
    179     super.onActivityResult(requestCode, resultCode, data);
    180   }
    181 
    182   private String bitmapToBase64(Bitmap bitmap) {
    183     ByteArrayOutputStream bStream = new ByteArrayOutputStream();
    184     bitmap.compress(Bitmap.CompressFormat.JPEG, 80, bStream);
    185     return Base64.encodeToString(bStream.toByteArray(), 0);
    186   }
    187 }
    View Code

    项目地址:https://download.csdn.net/download/qq_36726507/10289440

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  • 原文地址:https://www.cnblogs.com/jxust-jiege666/p/8576977.html
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