使用face++的API接口-人脸识别_face++ api

作者：2023面试高手 | 2024-02-21 12:09:00

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face++ api

本文地址：http://blog.csdn.net/tiandixuanwuliang/article/details/78018687

本文将介绍如何使用face++的API接口实现人脸识别。

一、获取face++的API支持

1.1face++官网：https://www.faceplusplus.com.cn/

1.2在face++官网上注册账号，填写开发者资料，如下图：

二、创建API Key和绑定Bundle ID

2.1在如下图位置，点击API Key

2.2点击创建API key,按照要求填写（选择试用）：

2.3绑定应用程序：

至此，我们的准备工作就做好了。我们将会使用API Key和API Secret。

三、创建Android工程

3.1建立Android项目。本文使用Fragment+Activity模式，Activity代码是简单的fragment，如下


package com.wllfengshu.boyandgirl;
 
import android.annotation.SuppressLint;
import android.app.Activity;
import android.app.FragmentManager;
import android.app.FragmentTransaction;
import android.os.Bundle;
import android.view.View;
 
public class MainActivity extends Activity {
 
	private FragmentManager fm;
	private FragmentTransaction transaction;
 
	@SuppressLint("NewApi")
	@Override
	protected void onCreate(Bundle savedInstanceState) {
		super.onCreate(savedInstanceState);
		setContentView(R.layout.activity_main);
 
		fm = getFragmentManager();
		transaction = fm.beginTransaction();
		transaction.replace(R.id.ll_fregment, new FaceFragment());
		transaction.commit();
 
	}
 
	public void change(View v) {
		transaction = fm.beginTransaction();
		switch (v.getId()) {
		case R.id.ib_main_face:
			transaction.replace(R.id.ll_fregment, new FaceFragment());
			break;
		case R.id.ib_main_gesture:
			transaction.replace(R.id.ll_fregment, new GestureFragment());
			break;
		case R.id.ib_main_other:
			transaction.replace(R.id.ll_fregment, new OtherFragment());
			break;
		}
		transaction.commit();
	}
}

3.2fragment代码如下：（其中封装的函数会在下文中介绍）


package com.wllfengshu.boyandgirl;
 
import java.io.IOException;
import java.util.HashMap;
import java.util.List;
import java.util.Map;
 
import org.json.JSONException;
import org.json.JSONObject;
 
import android.annotation.SuppressLint;
import android.app.Fragment;
import android.content.Intent;
import android.graphics.Bitmap;
import android.graphics.BitmapFactory;
import android.graphics.Paint;
import android.os.Bundle;
import android.os.Handler;
import android.os.Message;
import android.view.LayoutInflater;
import android.view.View;
import android.view.View.OnClickListener;
import android.view.ViewGroup;
import android.widget.Button;
import android.widget.ImageView;
import android.widget.TextView;
import android.widget.Toast;
 
import com.wllfengshu.util.Constant;
import com.wllfengshu.util.DrawUtil;
import com.wllfengshu.util.GifView;
import com.wllfengshu.util.HttpUtils;
import com.wllfengshu.util.ImageUtil;
 
 
@SuppressLint({ "NewApi", "HandlerLeak" })
public class FaceFragment extends Fragment implements OnClickListener {
 
	private ImageView iv_face;// 锟矫伙拷选锟斤拷锟酵计�
	private Button ib_face_enter;// 确锟斤拷锟斤拷钮
	private Button ib_face_choice;// 选锟斤拷图片锟斤拷钮锟斤拷锟斤拷图锟解）
 
	private TextView tv_face_gender;
	private TextView tv_face_age;
	private TextView tv_face_beauty;
 
	private Bitmap scalingPhoto;// 位图
 
	private String gender;// 性别
	private int age;// 年龄
	private int beauty;// 颜值
 
	private Paint paint;// 画笔工具
	private View view;
	private GifView gif;
 
	@Override
	public View onCreateView(LayoutInflater inflater, ViewGroup container,
			Bundle savedInstanceState) {
		view = inflater.inflate(R.layout.fragment_face, container, false);
 
		iv_face = (ImageView) view.findViewById(R.id.iv_face);
		ib_face_enter = (Button) view.findViewById(R.id.ib_face_enter);
		ib_face_choice = (Button) view.findViewById(R.id.ib_face_choice);
 
		tv_face_gender = (TextView) view.findViewById(R.id.tv_face_gender);
		tv_face_age = (TextView) view.findViewById(R.id.tv_face_age);
		tv_face_beauty = (TextView) view.findViewById(R.id.tv_face_beauty);
 
		gif = (GifView) view.findViewById(R.id.gif);
 
		ib_face_enter.setOnClickListener(this);
		ib_face_choice.setOnClickListener(this);
 
		paint = new Paint();// 创建画笔
		scalingPhoto = BitmapFactory.decodeResource(this.getResources(),
				R.drawable.defualt);
 
		return view;
	}
 
	@SuppressLint("HandlerLeak")
	private Handler handler = new Handler() {
		@Override
		public void handleMessage(Message msg) {
			String str = (String) msg.obj;
			System.out.println("*******face:" + str);
			if (str.equals("403") || str.equals("400") || str.equals("413")
					|| str.equals("500")) {
				Toast.makeText(getActivity(), "Please Try Again",
						Toast.LENGTH_SHORT).show();
				
			} else {
				try {
					JSONObject resultJSON = new JSONObject(str);
					System.out.println(resultJSON.getString("faces") + "=====");
					if (resultJSON.getString("faces").equals("[]")) {
						Toast.makeText(getActivity(),
								"There is no face picture", Toast.LENGTH_SHORT)
								.show();
						
					} else {
						@SuppressWarnings("rawtypes")
						List res = DrawUtil.FacePrepareBitmap(resultJSON,
								scalingPhoto, paint, iv_face);
						gender = (String) res.get(0);
						age = (Integer) res.get(1);
						beauty = (Integer) res.get(2);
 
						System.out.println("------------" + gender + " " + age
								+ " " + " " + beauty);
 
						tv_face_gender.setText("性别:"
								+ ImageUtil.getFaceGender(gender));
						tv_face_age.setText("年龄:" + age);
						tv_face_beauty.setText("颜值:" + beauty);
					}
				} catch (JSONException e) {
					e.printStackTrace();
				}
			}
			gif.setVisibility(View.GONE);// 停止gif
		};
	};
 
	@Override
	public void onActivityResult(int requestCode, int resultCode, Intent data) {
		if (requestCode == 1) {
			// 锟矫伙拷选锟斤拷锟酵计拷锟斤拷锟斤拷锟斤拷荽锟斤拷锟絛ata锟斤拷
			if (data != null) {
				// 锟矫碉拷图片锟斤拷路锟斤拷
				String photoPath = ImageUtil.getPhotoPath(getActivity(), data);
				// 锟斤拷锟斤拷
				scalingPhoto = ImageUtil.getScalingPhoto(photoPath);
				// 锟斤拷示图片
				iv_face.setImageBitmap(scalingPhoto);
			}
		}
		super.onActivityResult(requestCode, resultCode, data);
	}
 
	@Override
	public void onClick(View v) {
		switch (v.getId()) {
		case R.id.ib_face_choice:
			// 锟斤拷图锟斤拷
			Intent intent = new Intent();
			intent.setAction(Intent.ACTION_PICK);
			intent.setType("image/*");
			startActivityForResult(intent, 1);// 通锟斤拷氐锟斤拷蚩锟斤拷锟�
			break;
		case R.id.ib_face_enter:
			// 显示加载动画
			gif.setVisibility(View.VISIBLE);
			gif.setMovieResource(R.raw.red); // 设置背景gif图片资源
 
			
			String base64ImageEncode = ImageUtil
					.getBase64ImageEncode(scalingPhoto);
			System.out.println(base64ImageEncode);
			// 锟斤拷装锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟�
			final Map<String, Object> map = new HashMap<String, Object>();
			map.put("api_key", Constant.API_KEY);
			map.put("api_secret", Constant.API_SECRET);
			map.put("return_attributes", "gender,age,beauty");
			map.put("image_base64", base64ImageEncode);
 
			// 锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷锟斤拷
			new Thread(new Runnable() {
				@Override
				public void run() {
					try {
						String result = HttpUtils
								.post(Constant.URL_DETECT, map);
						Message message = new Message();
						message.obj = result;
						handler.sendMessage(message);
					} catch (IOException e) {
						e.printStackTrace();
					}
				}
			}).start();
			break;
		}
	}
}

上面代码说明：fragment页面中包含两个按钮,一个按钮点击“打开手机图库”，一个按钮点击“确认”。用户点击确认后，开始把用户选择的人脸图片通过POST请求方式发送到face++服务器，等待获取人脸特征的数据。
其中封装的POST请求代码如下：


public static String post(String url, Map<String, Object> args) throws IOException {
		
		URL host = new URL(url);
		HttpURLConnection connection = HttpURLConnection.class.cast(host.openConnection());
		
		connection.setRequestMethod("POST");
		
		connection.setDoOutput(true);
		connection.setDoInput(true);
		
		connection.setUseCaches(false);
		connection.setRequestProperty("Connection", "Keep-Alive");
		connection.setRequestProperty("Charsert", "UTF-8");
		DataOutputStream dos = new DataOutputStream(connection.getOutputStream());
 
		
		if (args != null) {
			for (Entry<String, Object> entry : args.entrySet()) {
				String key = entry.getKey(); 
				Object value = entry.getValue();
 
				if (value instanceof File) {
					value = new FileInputStream(File.class.cast(value));
				}
		
				if (value instanceof InputStream) {
					dos.write((key + "=").getBytes());
					InputStream is = InputStream.class.cast(value);
					byte[] data = new byte[is.available()];
					is.read(data);
					dos.write(URLEncoder.encode(Base64.encodeToString(data, data.length), "UTF-8").getBytes());
					
					is.close();
				} else { 
					dos.write((key + "=" + URLEncoder.encode(String.valueOf(value), "UTF-8")).getBytes());
				}
				
				dos.write("&".getBytes());
			}
		}
 
		dos.flush();
		dos.close();
		int resultCode = connection.getResponseCode();
		StringBuilder response = new StringBuilder();
		if (resultCode == HttpURLConnection.HTTP_OK) {
			BufferedReader br = new BufferedReader(new InputStreamReader(connection.getInputStream()));
			String line;
			while ((line = br.readLine()) != null) {
				response.append(line);
			}
			
			br.close();
		} else {
			response.append(resultCode);
		}
		return response.toString();
	}

本文采用把图片转换为base64格式进行传输，其代码如下：


public static String getBase64ImageEncode(Bitmap myImage) {
		Bitmap bmSmall = Bitmap.createBitmap(myImage, 0, 0, myImage.getWidth(), myImage.getHeight());
		ByteArrayOutputStream stream = new ByteArrayOutputStream();
		bmSmall.compress(Bitmap.CompressFormat.JPEG, 100, stream);
		byte[] arrays = stream.toByteArray();
		// base64 encode
		byte[] encode = Base64.encode(arrays, Base64.DEFAULT);
		String base64Encode = new String(encode);
		return base64Encode;
	}

界面布局文件代码（activity_main.xml文件）：


<?xml version="1.0" encoding="utf-8"?>
<RelativeLayout xmlns:android="http://schemas.android.com/apk/res/android"
    android:layout_width="match_parent"
    android:layout_height="match_parent"
    android:background="@drawable/bg" >
    <LinearLayout
        android:id="@+id/ll_fregment"
        android:layout_width="match_parent"
        android:layout_height="match_parent"
        android:orientation="vertical" >
    </LinearLayout>
    <LinearLayout
        android:layout_width="match_parent"
        android:layout_height="wrap_content"
        android:layout_alignParentBottom="true"
        android:orientation="horizontal" >
        <RadioGroup
            android:layout_width="match_parent"
            android:layout_height="50dp"
            android:orientation="horizontal" >
            <RadioButton
                android:id="@+id/ib_main_face"
                android:layout_width="match_parent"
                android:layout_height="match_parent"
                android:layout_weight="1"
                android:background="@drawable/rb_select"
                android:button="@null"
                android:checked="true"
                android:gravity="center"
                android:onClick="change"
                android:text="人脸识别" />
            <RadioButton
                android:id="@+id/ib_main_gesture"
                android:layout_width="match_parent"
                android:layout_height="match_parent"
                android:layout_weight="1"
                android:background="@drawable/rb_select"
                android:button="@null"
                android:gravity="center"
                android:onClick="change"
                android:text="手势识别" />
            <RadioButton
                android:id="@+id/ib_main_other"
                android:layout_width="match_parent"
                android:layout_height="match_parent"
                android:layout_weight="1"
                android:background="@drawable/rb_select"
                android:button="@null"
                android:gravity="center"
                android:onClick="change"
                android:text="其他功能" />
            
        </RadioGroup>
    </LinearLayout>
 
</RelativeLayout>

人脸识别界面代码：


<?xml version="1.0" encoding="utf-8"?>
<RelativeLayout xmlns:android="http://schemas.android.com/apk/res/android"
    android:layout_width="match_parent"
    android:layout_height="match_parent" >
	
	<TextView
        android:layout_width="match_parent"
        android:layout_height="wrap_content"
        android:gravity="center"
        android:text="人脸识别"
        android:textSize="20sp" />
    <ImageView
        android:id="@+id/iv_face"
        android:layout_width="200dp"
        android:layout_height="300dp"
        android:layout_alignParentTop="true"
        android:layout_centerHorizontal="true"
        android:contentDescription="人脸图片"
        android:paddingTop="40dp"
        android:src="@drawable/defualt" />
    <LinearLayout
        android:id="@+id/ll_button"
        android:layout_width="match_parent"
        android:layout_height="wrap_content"
        android:layout_below="@id/iv_face"
        android:layout_marginLeft="10dp"
        android:layout_marginRight="10dp"
        android:gravity="center_horizontal"
        android:orientation="horizontal" >
        <Button
            android:id="@+id/ib_face_enter"
            android:layout_width="wrap_content"
            android:layout_height="wrap_content"
            android:background="@drawable/enter"
            android:text="确定" />
        <Button
            android:id="@+id/ib_face_choice"
            android:layout_width="wrap_content"
            android:layout_height="wrap_content"
            android:background="@drawable/choose"
            android:text="选择图片" />
    </LinearLayout>
 
    <LinearLayout
        android:layout_width="match_parent"
        android:layout_height="wrap_content"
        android:layout_alignParentBottom="true"
        android:layout_below="@id/ll_button"
        android:orientation="horizontal"
        android:paddingTop="20dp" >
        <TextView
            android:id="@+id/tv_face_gender"
            android:layout_width="wrap_content"
            android:layout_height="wrap_content"
            android:layout_weight="1"
            android:gravity="center"
            android:src="@drawable/ic_launcher"
            android:text="性别"
            android:textSize="20sp" />
        <TextView
            android:id="@+id/tv_face_age"
            android:layout_width="wrap_content"
            android:layout_height="wrap_content"
            android:layout_weight="1"
            android:gravity="center"
            android:src="@drawable/ic_launcher"
            android:text="年龄"
            android:textSize="20sp" />
        <TextView
            android:id="@+id/tv_face_beauty"
            android:layout_width="wrap_content"
            android:layout_height="wrap_content"
            android:layout_weight="1"
            android:gravity="center"
            android:src="@drawable/ic_launcher"
            android:text="颜值"
            android:textSize="20sp" />
    </LinearLayout>
    <com.wllfengshu.util.GifView
        android:id="@+id/gif"
        android:layout_width="200dp"
        android:layout_height="200dp"
        android:layout_centerHorizontal="true"
        android:layout_gravity="center_horizontal"
        android:layout_marginTop="60dp"
        android:enabled="false" />
</RelativeLayout>

人脸识别界面：

本文还有一些其他的封装函数，由于篇幅问题不一一粘贴，请大家自行下载本文代码案例：
下载地址：http://download.csdn.net/download/tiandixuanwuliang/9984027

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