阿里开源人脸识别API

曾经终败给现在 2023-05-21 11:49 8阅读 0赞

**一、项目**  
![在这里插入图片描述][watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzMyNDQ3MzAx_size_16_color_FFFFFF_t_70]  
**二、jar包导入**

<?xml version="1.0" encoding="UTF-8"?>
    <project xmlns="http://maven.apache.org/POM/4.0.0" xmlns:xsi="http://www.w3.org/2001/XMLSchema-instance"
             xsi:schemaLocation="http://maven.apache.org/POM/4.0.0 https://maven.apache.org/xsd/maven-4.0.0.xsd">
        <modelVersion>4.0.0</modelVersion>
        <parent>
            <groupId>org.springframework.boot</groupId>
            <artifactId>spring-boot-starter-parent</artifactId>
            <version>2.1.10.RELEASE</version>
            <relativePath/> 
        </parent>
        <groupId>com.citydo</groupId>
        <artifactId>faceadd</artifactId>
        <version>0.0.1-SNAPSHOT</version>
        <name>faceadd</name>
        <description>Demo project for Spring Boot</description>
    
        <properties>
            <java.version>1.8</java.version>
        </properties>
    
        <dependencies>
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-web</artifactId>
            </dependency>
    
            <dependency>
                <groupId>org.projectlombok</groupId>
                <artifactId>lombok</artifactId>
                <optional>true</optional>
            </dependency>
    
            <dependency>
                <groupId>com.aliyun</groupId>
                <artifactId>aliyun-java-sdk-core</artifactId>
                <version>4.4.8</version>
            </dependency>
            <dependency>
                <groupId>com.alibaba</groupId>
                <artifactId>fastjson</artifactId>
                <version>1.2.52</version>
            </dependency>
    
            
            <dependency>
                <groupId>com.aliyun</groupId>
                <artifactId>aliyun-java-sdk-facebody</artifactId>
                <version>1.0.8</version>
            </dependency>
    
            <dependency>
                <groupId>org.springframework.boot</groupId>
                <artifactId>spring-boot-starter-test</artifactId>
                <scope>test</scope>
                <exclusions>
                    <exclusion>
                        <groupId>org.junit.vintage</groupId>
                        <artifactId>junit-vintage-engine</artifactId>
                    </exclusion>
                </exclusions>
            </dependency>
        </dependencies>
    
        <build>
            <plugins>
                <plugin>
                    <groupId>org.springframework.boot</groupId>
                    <artifactId>spring-boot-maven-plugin</artifactId>
                </plugin>
            </plugins>
        </build>
    
    </project>

**三、案例**

package com.citydo.faceadd;
    
    import com.aliyuncs.DefaultAcsClient;
    import com.aliyuncs.IAcsClient;
    import com.aliyuncs.exceptions.ClientException;
    import com.aliyuncs.exceptions.ServerException;
    import com.aliyuncs.profile.DefaultProfile;
    import com.google.gson.Gson;
    import com.aliyuncs.facebody.model.v20191230.*;
    
    
    public class FaceDemo { 
    
        // 阿里云常见参数获取位置 https://yq.aliyun.com/articles/693979
        private static DefaultProfile profile = DefaultProfile.getProfile("cn-shanghai", "<access key>", "<access secret>");
        private static IAcsClient client = new DefaultAcsClient(profile);
    
        public static void main(String[] args) { 
    
            // 人脸识别 -- 人脸属性识别
            String recognizeFaceURL = "http://vigen-invi.oss-cn-shanghai.aliyuncs.com/demo/test.jpg";
            recognizeFace(recognizeFaceURL);
    
            // 人体识别 -- 人体计算
            String detectBodyCountURL = "https://viapi-test.oss-cn-shanghai.aliyuncs.com/test/facebody/RecognizeBodyCount/ddd2512910b84bc3ffeba5ac44b30d81.jpg";
            detectBodyCount(detectBodyCountURL);
    
            // 人脸对比
            String dbName = "tarogroup";
            Integer Offset = 0;
            String wangfei1 = "https://taroshanghai.oss-cn-shanghai.aliyuncs.com/viapipictest/face1.jpg";
            String wangfei2 = "https://taroshanghai.oss-cn-shanghai.aliyuncs.com/viapipictest/face2.jpg";
            String jingtian1 = "https://taroshanghai.oss-cn-shanghai.aliyuncs.com/viapipictest/jingtian1.jpeg";
            String jingtian2 = "https://taroshanghai.oss-cn-shanghai.aliyuncs.com/viapipictest/jingtian2.jpeg";
    
            compareFace(wangfei1,jingtian1);// 人脸对比
    
            // 1:N 人脸查找
            // deleteFaceDb(dbName);
            // listFaceEntities(dbName, Offset);
            // deleteFaceEntity(dbName,"2");
    
            // listFaceDbs();
            // createFaceDbRequest(dbName);
            // listFaceDbs();
    
    
            String entityId1 = "wangfei";
            String entityId2 = "jingtian";
    
            // 创建人脸样本
            // addFaceEntity(dbName, entityId1);
            // addFaceEntity(dbName, entityId2);
    
    
            // 想人脸样本中加入人脸，每个样本人脸上限为5
            // addFace(dbName,entityId1,wangfei1);
            // addFace(dbName,entityId1,wangfei2);
            //
            // addFace(dbName,entityId2,jingtian1);
            // addFace(dbName,entityId2,jingtian2);
            //
            // listFaceEntities(dbName, 0);
    
            // 到人脸库中查找
            searchFace(dbName,wangfei1,1);
    
        }
    
        /** * 人脸属性识别 * @param imageURL 图片URL地址 */
        private static void recognizeFace(String imageURL)
        { 
            RecognizeFaceRequest recognizeFaceRequest = new RecognizeFaceRequest();
            recognizeFaceRequest.setImageURL(imageURL);
    
            try { 
                RecognizeFaceResponse recognizeFaceResponse = client.getAcsResponse(recognizeFaceRequest);
                System.out.println("人脸属性识别：");
                System.out.println(new Gson().toJson(recognizeFaceResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 人体计数 * @param imageURL 图片URL地址 */
        private static void detectBodyCount(String imageURL)
        { 
            DetectBodyCountRequest detectBodyCountRequest = new DetectBodyCountRequest();
            detectBodyCountRequest.setImageURL(imageURL);
    
            try { 
                DetectBodyCountResponse detectBodyCountResponse = client.getAcsResponse(detectBodyCountRequest);
                System.out.println("人体计数：");
                System.out.println(new Gson().toJson(detectBodyCountResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 创建人脸数据库 * @param dbName 数据库名称 */
        private static void createFaceDbRequest(String dbName)
        { 
            CreateFaceDbRequest createFaceDbRequest = new CreateFaceDbRequest();
            createFaceDbRequest.setName(dbName);
    
            try { 
                CreateFaceDbResponse response = client.getAcsResponse(createFaceDbRequest);
                System.out.println("创建人脸数据库：");
                System.out.println(new Gson().toJson(response));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 查看数据库列表 */
        private static void listFaceDbs()
        { 
            ListFaceDbsRequest listFaceDbsRequest = new ListFaceDbsRequest();
            try { 
                ListFaceDbsResponse response = client.getAcsResponse(listFaceDbsRequest);
                System.out.println("查看数据库列表: ");
                System.out.println(new Gson().toJson(response));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 添加人脸样本 * @param dbName 数据库名称 * @param entityId 实体ID */
        private static void addFaceEntity(String dbName, String entityId)
        { 
            AddFaceEntityRequest addFaceEntityRequest = new AddFaceEntityRequest();
            addFaceEntityRequest.setDbName(dbName);
            addFaceEntityRequest.setEntityId(entityId);
            try{ 
                AddFaceEntityResponse addFaceEntityResponse = client.getAcsResponse(addFaceEntityRequest);
                System.out.println("添加人脸样本：");
                System.out.println(new Gson().toJson(addFaceEntityResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 查询人脸样本 * @param dbName 数据库名称 * @param entityId 实体ID */
        private static void getFaceEntity(String dbName, String entityId)
        { 
            GetFaceEntityRequest getFaceEntityRequest = new GetFaceEntityRequest();
            getFaceEntityRequest.setDbName(dbName);
            getFaceEntityRequest.setEntityId(entityId);
            try{ 
                GetFaceEntityResponse getFaceEntityResponse = client.getAcsResponse(getFaceEntityRequest);
                System.out.println("查询人脸样本：");
                System.out.println(new Gson().toJson(getFaceEntityResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 查询人脸样本列表 * @param dbName 数据库名称 * @param Offset 起始记录 */
        private static void listFaceEntities(String dbName, Integer Offset)
        { 
            ListFaceEntitiesRequest listFaceEntitiesRequest = new ListFaceEntitiesRequest();
            listFaceEntitiesRequest.setDbName(dbName);
            listFaceEntitiesRequest.setOffset(Offset);
            try{ 
                ListFaceEntitiesResponse listFaceEntitiesResponse = client.getAcsResponse(listFaceEntitiesRequest);
                System.out.println("查询人脸样本列表：");
                System.out.println(new Gson().toJson(listFaceEntitiesResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
    
        /** * 更新人脸样本 * @param dbName 数据库名称 * @param entityId 实体ID * @param labels 标签名称 */
        private static void updateFaceEntity(String dbName, String entityId, String labels)
        { 
            UpdateFaceEntityRequest updateFaceEntityRequest = new UpdateFaceEntityRequest();
            updateFaceEntityRequest.setDbName(dbName);
            updateFaceEntityRequest.setEntityId(entityId);
            updateFaceEntityRequest.setLabels(labels);
            try{ 
                UpdateFaceEntityResponse updateFaceEntityResponse = client.getAcsResponse(updateFaceEntityRequest);
                System.out.println("更新人脸样本：");
                System.out.println(new Gson().toJson(updateFaceEntityResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 删除人脸样本 * @param dbName 数据库名称 * @param entityId 实体ID */
        private static void deleteFaceEntity(String dbName, String entityId)
        { 
            DeleteFaceEntityRequest deleteFaceEntityRequest = new DeleteFaceEntityRequest();
            deleteFaceEntityRequest.setDbName(dbName);
            deleteFaceEntityRequest.setEntityId(entityId);
            try{ 
                DeleteFaceEntityResponse deleteFaceEntityResponse = client.getAcsResponse(deleteFaceEntityRequest);
                System.out.println("删除人脸样本：");
                System.out.println(new Gson().toJson(deleteFaceEntityResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 添加人脸数据 * @param dbName 数据库名称 * @param entityId 实体ID * @param imageUrl 人脸图片地址，必须是同Region的OSS的图片地址。人脸必须是正面无遮挡单人人脸。 */
        private static void addFace(String dbName, String entityId, String imageUrl)
        { 
            AddFaceRequest addFaceRequest = new AddFaceRequest();
            addFaceRequest.setDbName(dbName);
            addFaceRequest.setEntityId(entityId);
            addFaceRequest.setImageUrl(imageUrl);
    
            try{ 
                AddFaceResponse addFaceResponse = client.getAcsResponse(addFaceRequest);
                System.out.println("添加人脸数据：");
                System.out.println(new Gson().toJson(addFaceResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 搜索人脸 * @param dbName 数据库名称 * @param imageUrl 图片URL地址。必须是同Region的OSS地址。 */
        private static void searchFace(String dbName, String imageUrl, Integer limit)
        { 
            SearchFaceRequest searchFaceRequest = new SearchFaceRequest();
            searchFaceRequest.setDbName(dbName);
            searchFaceRequest.setImageUrl(imageUrl);
            searchFaceRequest.setLimit(limit);
            try{ 
                SearchFaceResponse searchFaceResponse = client.getAcsResponse(searchFaceRequest);
                System.out.println("搜索人脸：");
                System.out.println(new Gson().toJson(searchFaceResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 删除数据库 * @param dbName 数据库名称 */
        private static void deleteFace(String dbName, String faceId)
        { 
            DeleteFaceRequest deleteFaceRequest = new DeleteFaceRequest();
            deleteFaceRequest.setDbName(dbName);
            deleteFaceRequest.setFaceId(faceId);
            try{ 
                DeleteFaceResponse deleteFaceResponse = client.getAcsResponse(deleteFaceRequest);
                System.out.println("删除人脸：");
                System.out.println(new Gson().toJson(deleteFaceResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 删除数据库 * @param dbName 数据库名称 */
        private static void deleteFaceDb(String dbName)
        { 
            DeleteFaceDbRequest deleteFaceDbRequest = new DeleteFaceDbRequest();
            deleteFaceDbRequest.setName(dbName);
            try{ 
                DeleteFaceDbResponse deleteFaceDbResponse = client.getAcsResponse(deleteFaceDbRequest);
                System.out.println("删除数据库：");
                System.out.println(new Gson().toJson(deleteFaceDbResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    
        /** * 人脸对比 * @param imageURLA 待对比图片URL地址A * @param imageURLB 待对比图片URL地址B */
        private static void compareFace(String imageURLA, String imageURLB)
        { 
            CompareFaceRequest compareFaceRequest = new CompareFaceRequest();
            compareFaceRequest.setImageURLA(imageURLA);
            compareFaceRequest.setImageURLB(imageURLB);
            try{ 
                CompareFaceResponse compareFaceResponse = client.getAcsResponse(compareFaceRequest);
                System.out.println("人脸对比：");
                System.out.println(new Gson().toJson(compareFaceResponse));
            } catch (ServerException e) { 
                e.printStackTrace();
            } catch (ClientException e) { 
                System.out.println("ErrCode:" + e.getErrCode());
                System.out.println("ErrMsg:" + e.getErrMsg());
                System.out.println("RequestId:" + e.getRequestId());
            }
        }
    }

参考：[阿里开源视觉算法][Link 1]  
参考：[阿里云视觉开放平台][Link 2]

[watermark_type_ZmFuZ3poZW5naGVpdGk_shadow_10_text_aHR0cHM6Ly9ibG9nLmNzZG4ubmV0L3FxXzMyNDQ3MzAx_size_16_color_FFFFFF_t_70]: /images/20230521/dce97d21036f4cbba41808b09134a7e1.png
[Link 1]: https://vision.aliyun.com/news/410gengxinneirong?spm=a211p3.14020179.J_3885047460.1.66cd4b58OuuNYh
[Link 2]: https://developer.aliyun.com/article/755472?utm_content=g_1000112876