概述
基于圖像或視訊輸入進行檢測,與注冊庫比對,實作1:N的人臉識别。适用于人臉登入、VIP人臉識别、人臉通關等無需刷卡驗證的場景。目前人臉識别1:N功能已經正式商業化。下面主要示範1:N 服務的開通及Java程式的調用測試。
服務開通
1、複制粘貼位址到浏覽器打開連結:
https://common-buy.aliyun.com/?commodityCode=face_pre#/open開通服務(注意複制粘貼操作,不要直接點選,位址跳轉可能會存在錯誤)。
2、到
費用中心支付。
3、登陸
控制台檢視(現階段管理控制台功能還不完善,不過不影響程式的測試調用)。
Java Code Sample
1、pom.xml
<dependency>
<groupId>com.aliyun</groupId>
<artifactId>aliyun-java-sdk-core</artifactId>
<version>4.1.1</version>
</dependency>
2、Code Sample
import com.aliyuncs.CommonRequest;
import com.aliyuncs.CommonResponse;
import com.aliyuncs.DefaultAcsClient;
import com.aliyuncs.exceptions.ClientException;
import com.aliyuncs.http.MethodType;
import com.aliyuncs.profile.DefaultProfile;
public class Demo {
//DefaultProfile.getProfile的參數分别是地域,access_key_id, access_key_secret
public static DefaultProfile profile = DefaultProfile.getProfile("cn-shanghai", "******", "******");
public static DefaultAcsClient client = new DefaultAcsClient(profile);
public static void main(String[] args) throws ClientException {
String groupName = "JavaDemo1";
String person = "LiuYifei";
String image_1 = "photo1";
String image_2 = "photo2";
String imageUrl_1 = "https://timgsa.baidu.com/timg?image&quality=80&size=b9999_10000&sec=1559655604341&di=3d6995f6dee1c4795d1827e754a00452&imgtype=0&src=http%3A%2F%2Fimg0.ph.126.net%2F90u9atgu46nnziAm1NMAGw%3D%3D%2F6631853916514183512.jpg";
String imageUrl_2 = "https://timgsa.baidu.com/timg?image&quality=80&size=b9999_10000&sec=1559655604338&di=ee3d8fb39f6e14a21852a4ac3f2c5a14&imgtype=0&src=http%3A%2F%2Fc4.haibao.cn%2Fimg%2F600_0_100_0%2F1473652712.0005%2F87c7805c10e60e9a6db94f86d6014de8.jpg";
String recognizeFaceImageUrl = "https://timgsa.baidu.com/timg?image&quality=80&size=b9999_10000&sec=1559655604335&di=7b540d703955aed6d235752589aee34a&imgtype=0&src=http%3A%2F%2Fphotocdn.sohu.com%2F20140317%2FImg396736687.jpg";
// //添加入兩張人臉
AddFace(groupName,person,image_1,imageUrl_1);
AddFace(groupName,person,image_2,imageUrl_2);
//列舉Group
ListGroup();
//列舉Faces
ListFace(groupName);
//人臉查詢
RecognizeFace(recognizeFaceImageUrl, groupName);
//删除Face
DeleteFace(groupName,person,image_1);
//列舉Faces查詢删除情況
ListFace(groupName);
}
/**
* AddFace接口用于向人臉庫中添加人臉
* @param groupName 添加人臉的分組
* @param person 添加人臉的姓名
* @param image 添加人臉的編号
* @param imageUrl 檢測圖檔的URL
*/
public static void AddFace(String groupName,String person,String image,String imageUrl)
{
CommonRequest request = new CommonRequest();
request.setMethod(MethodType.POST);
request.setDomain("face.cn-shanghai.aliyuncs.com");
request.setVersion("2018-12-03");
request.setAction("AddFace");
request.putBodyParameter("Group", groupName);
request.putBodyParameter("Person", person);
request.putBodyParameter("Image", image);
request.putBodyParameter("ImageUrl",imageUrl);
// request.putBodyParameter("Content", "/9j/4AAQSkZJRgABA..."); //檢測圖檔的内容,Base64編碼
CommonResponse response = null;
try {
response = client.getCommonResponse(request);
} catch (ClientException e) {
e.printStackTrace();
}
System.out.println(response.getData());
}
/**
* DeleteFace接口用于從人臉庫中删除人臉
* @param groupName 添加人臉的分組
* @param person 添加人臉的姓名
* @param image 添加人臉的編号
* @throws ClientException
*/
public static void DeleteFace(String groupName,String person,String image) throws ClientException {
CommonRequest request = new CommonRequest();
request.setMethod(MethodType.POST);
request.setDomain("face.cn-shanghai.aliyuncs.com");
request.setVersion("2018-12-03");
request.setAction("DeleteFace");
request.putBodyParameter("Group", groupName);
request.putBodyParameter("Person", person);
request.putBodyParameter("Image", image);
CommonResponse response = client.getCommonResponse(request);
System.out.println(response.getData());
}
/**
* ListFace接口用于列舉注冊庫中的人臉
* @param groupName 需要查詢的庫
* @throws ClientException
*/
public static void ListFace(String groupName) throws ClientException {
CommonRequest request = new CommonRequest();
request.setMethod(MethodType.POST);
request.setDomain("face.cn-shanghai.aliyuncs.com");
request.setVersion("2018-12-03");
request.setAction("ListFace");
request.putBodyParameter("Group", groupName);
CommonResponse response = client.getCommonResponse(request);
System.out.println(response.getData());
}
/**
* ListGroup接口用于列舉人臉組
* @throws ClientException
*/
public static void ListGroup() throws ClientException {
CommonRequest request = new CommonRequest();
request.setMethod(MethodType.POST);
request.setDomain("face.cn-shanghai.aliyuncs.com");
request.setVersion("2018-12-03");
request.setAction("ListGroup");
CommonResponse response = client.getCommonResponse(request);
System.out.println(response.getData());
}
/**
* RecognizeFace接口用于查找注冊庫中的人臉
* @param recognizeFaceImageUrl 需要查詢的人類圖檔URL
* @throws ClientException
*/
public static void RecognizeFace(String recognizeFaceImageUrl, String groupName) throws ClientException {
CommonRequest request = new CommonRequest();
request.setMethod(MethodType.POST);
request.setDomain("face.cn-shanghai.aliyuncs.com");
request.setVersion("2018-12-03");
request.setAction("RecognizeFace");
request.putBodyParameter("Group", groupName);
request.putBodyParameter("ImageUrl", recognizeFaceImageUrl);
// request.putBodyParameter("Content", "/9j/4AAQSkZJRgABA..."); //檢測圖檔的内容,Base64編碼
CommonResponse response = client.getCommonResponse(request);
System.out.println(response.getData());
}
}
3、測試結果
{"Data":"ok","RequestId":"5AA86872-4513-4C36-B1BA-4E7F14EAD252","Success":true}
{"Data":"ok","RequestId":"AB71CDD8-7F88-4E69-AB46-11B7A838BBA7","Success":true}
{"Data":["default","default1","defaultPython","defaultPythonDemo1","defaultPythonDemo2","defaultjs","defaultjsdemo","defaultPHPDemo","defaultPHPDemo1","JavaDemo","JavaDemo1"],"RequestId":"B5B79323-E936-4770-872D-A0ED5EE20F99","Success":true}
{"Data":{"mark":0,"list":[{"person":"LiuYifei","image":"photo2"},{"person":"LiuYifei","image":"photo1"}]},"RequestId":"89D8A329-8046-4F4E-9F5C-8FF6A8204E4F","Success":true}
{"Data":[{"person":"LiuYifei","score":0.65704226,"image":"photo2","rect":[146,131,132,179]}],"RequestId":"A506BC8D-F144-470D-A51A-6628338FD0BF","Success":true}
{"Data":"ok","RequestId":"1E1BF366-1558-4C1B-A48F-2F5F5DD736C9","Success":true}
{"Data":{"mark":0,"list":[{"person":"LiuYifei","image":"photo2"}]},"RequestId":"61EEDF7B-3D24-4EA3-A977-3C6CE10246FE","Success":true}