Java SDK
本章节介绍人脸识别服务Java SDK,您可以参考本章节进行快速集成开发。
安装SDK
推荐您通过Maven方式获取和安装SDK,首先需要在您的操作系统中下载并安装Maven,安装完成后您只需要在Java项目的pom.xml文件中加入相应的依赖项即可。
使用SDK前,需要安装“huaweicloud-sdk-core”和“huaweicloud-sdk-frs”。SDK的版本信息请参见SDK中心。
<dependency> <groupId>com.huaweicloud.sdk</groupId> <artifactId>huaweicloud-sdk-core</artifactId> <version>3.0.56</version> </dependency> <dependency> <groupId>com.huaweicloud.sdk</groupId> <artifactId>huaweicloud-sdk-frs</artifactId> <version>3.0.56</version> </dependency>
开始使用
详细的SDK介绍,使用异步客户端,配置日志请参见SDK中心、Java SDK使用指导、Java SDK使用视频。
- 导入依赖模块
import com.huaweicloud.sdk.core.auth.ICredential; import com.huaweicloud.sdk.core.auth.BasicCredentials; import com.huaweicloud.sdk.core.exception.ConnectionException; import com.huaweicloud.sdk.core.exception.RequestTimeoutException; import com.huaweicloud.sdk.core.exception.ServiceResponseException; //导入v2版本sdk import com.huaweicloud.sdk.frs.v2.region.FrsRegion; import com.huaweicloud.sdk.frs.v2.*; import com.huaweicloud.sdk.frs.v2.model.*;
- 配置认证信息配置AK、SK信息。华为云通过AK识别用户的身份,通过SK对请求数据进行签名验证,用于确保请求的机密性、完整性和请求者身份的正确性。AK、SK获取方法请参见准备工作。
public static ICredential getCredential(String ak, String sk) { return new BasicCredentials() .withAk(ak) .withSk(sk); }
- 初始化客户端指定region方式
public static FrsClient getClient(Region region, ICredential auth) { // 初始化人脸识别服务的客户端 return FrsClient.newBuilder() .withCredential(auth) .withRegion(region) // 选择服务所在区域 FrsRegion.valueOf("cn-north-4") .build(); }
服务部署区域请参见终端节点。
- 发送请求并查看响应
// 以调用人脸检测 DetectFaceByBase64 接口为例 DetectFaceByBase64Request request = new DetectFaceByBase64Request(); FaceDetectBase64Req body = new FaceDetectBase64Req(); body.withImageBase64("/9j/4AAQSkZJRgABAQAAAQABAAD..."); request.withBody(body); DetectFaceByBase64Response response = client.detectFaceByBase64(request); System.out.println(response.toString());
使用人脸比对SDK时,image1、image2参数需为相同类型,即同为url、base64或file。
- 异常处理
表1 异常处理 一级分类
一级分类说明
二级分类
二级分类说明
ConnectionException
连接类异常
HostUnreachableException
网络不可达、被拒绝。
SslHandShakeException
SSL认证异常。
RequestTimeoutException
响应超时异常
CallTimeoutException
单次请求,服务器处理超时未返回。
RetryOutageException
在重试策略消耗完成后,仍无有效的响应。
ServiceResponseException
服务器响应异常
ServerResponseException
服务端内部错误,Http响应码:[500,]。
ClientRequestException
请求参数不合法,Http响应码:[400, 500)
DetectFaceByBase64Request request = new DetectFaceByBase64Request(); try { DetectFaceByBase64Response response = client.detectFaceByBase64(request); System.out.println(response.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
SDK demo 代码解析
- 人脸检测
DetectFaceByBase64Request detectRequest = new DetectFaceByBase64Request(); FaceDetectBase64Req faceDetectBase64Req = new FaceDetectBase64Req(); faceDetectBase64Req.withImageBase64("/9j/4AAQSkZJRgABAQAAAQABAAD..."); faceDetectBase64Req.withAttributes("2"); detectRequest.setBody(faceDetectBase64Req); try { DetectFaceByBase64Response detectResponse = client.detectFaceByBase64(detectRequest); System.out.println(detectResponse.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 人脸比对
CompareFaceByBase64Request compareRequest = new CompareFaceByBase64Request(); FaceCompareBase64Req faceCompareBase64Req = new FaceCompareBase64Req(); faceCompareBase64Req.withImage1Base64("/9j/4AAQSkZJRgABAQAAAQABAAD..."); faceCompareBase64Req.withImage2Base64("/9j/4AAQSkZJRgABAQAAAQABAAD..."); compareRequest.withBody(faceCompareBase64Req); try { CompareFaceByBase64Response compareResponse = client.compareFaceByBase64(compareRequest); System.out.println(compareResponse.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 人脸搜索
SearchFaceByBase64Request searchRequest = new SearchFaceByBase64Request(); searchRequest.withFaceSetName("face_set_name"); FaceSearchBase64Req faceSearchBase64Req = new FaceSearchBase64Req(); List<Map<String, String>> listbodySort = new ArrayList<>(); Map<String, String> map = new HashMap<>(); map.put("timestamp","asc"); listbodySort.add(map); List<String> listbodyReturnFields = new ArrayList<>(); listbodyReturnFields.add("timestamp"); listbodyReturnFields.add("id"); faceSearchBase64Req.withSort(listbodySort); faceSearchBase64Req.withReturnFields(listbodyReturnFields); faceSearchBase64Req.withImageBase64("/9j/4AAQSkZJRgABAQAAAQABAAD..."); searchRequest.withBody(faceSearchBase64Req); try { SearchFaceByBase64Response searchResponse = client.searchFaceByBase64(searchRequest); System.out.println(searchResponse.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 创建人脸库
CreateFaceSetRequest createFaceSetRequest = new CreateFaceSetRequest(); CreateFaceSetReq createFaceSetReq = new CreateFaceSetReq(); createFaceSetReq.withFaceSetName("face_set_name"); Map<String, TypeInfo> stringTypeInfoMap = new HashMap<>(); TypeInfo typeInfo = new TypeInfo(); typeInfo.withType("long"); stringTypeInfoMap.put("timestamp", typeInfo); createFaceSetReq.withExternalFields(stringTypeInfoMap); createFaceSetRequest.withBody(createFaceSetReq); try { CreateFaceSetResponse createFaceSetResponse = client.createFaceSet(createFaceSetRequest); System.out.println(createFaceSetResponse.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 查询人脸库
ShowFaceSetRequest showFaceSetRequest = new ShowFaceSetRequest(); showFaceSetRequest.withFaceSetName("face_set_name"); try { ShowFaceSetResponse showFaceSetResponse = client.showFaceSet(showFaceSetRequest); System.out.println(showFaceSetResponse.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 查询所有人脸库
ShowAllFaceSetsRequest showAllFaceSetsRequest = new ShowAllFaceSetsRequest(); try { ShowAllFaceSetsResponse showAllFaceSetsResponse = client.showAllFaceSets(showAllFaceSetsRequest); System.out.println(showAllFaceSetsResponse.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 删除人脸库
DeleteFaceSetRequest deleteFaceSetRequest = new DeleteFaceSetRequest(); deleteFaceSetRequest.withFaceSetName("face_set_name"); try { DeleteFaceSetResponse deleteFaceSetResponse = client.deleteFaceSet(deleteFaceSetRequest); System.out.println(deleteFaceSetResponse.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 添加人脸
//add face AddFacesByBase64Request addFacesByBase64Request = new AddFacesByBase64Request(); addFacesByBase64Request.withFaceSetName("face_set_name"); AddFacesBase64Req addFacesBase64Req = new AddFacesBase64Req(); addFacesBase64Req.withExternalFields("{\"timestamp\":12}"); addFacesBase64Req.withImageBase64("9j/4AAQSkZJRgABAQAAAQABAAD..."); addFacesByBase64Request.withBody(addFacesBase64Req); try { AddFacesByBase64Response addFacesByBase64Response = client.addFacesByBase64(addFacesByBase64Request); System.out.println(addFacesByBase64Response.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 删除人脸
//delete face by faceId DeleteFaceByFaceIdRequest deleteFaceByFaceIdRequest = new DeleteFaceByFaceIdRequest(); deleteFaceByFaceIdRequest.withFaceSetName("face_set_name"); deleteFaceByFaceIdRequest.withFaceId("iexEBb6t"); try { DeleteFaceByFaceIdResponse deleteFaceByFaceIdResponse = client.deleteFaceByFaceId(deleteFaceByFaceIdRequest); System.out.println(deleteFaceByFaceIdResponse.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); } //delete face by externalImageId DeleteFaceByExternalImageIdRequest deleteFaceRequest = new DeleteFaceByExternalImageIdRequest(); deleteFaceRequest.withFaceSetName("face_set_name"); deleteFaceRequest.withExternalImageId("iexEBb6t"); try { DeleteFaceByExternalImageIdResponse response = client.deleteFaceByExternalImageId(deleteFaceRequest); System.out.println(response.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 批量删除人脸
BatchDeleteFacesRequest batchDeleteFacesRequest = new BatchDeleteFacesRequest(); batchDeleteFacesRequest.withFaceSetName("face_set_name"); DeleteFacesBatchReq deleteFacesBatchReq = new DeleteFacesBatchReq(); deleteFacesBatchReq.withFilter("age:[20 TO 30]"); batchDeleteFacesRequest.withBody(deleteFacesBatchReq); try { BatchDeleteFacesResponse batchDeleteFacesResponse = client.batchDeleteFaces(batchDeleteFacesRequest); System.out.println(batchDeleteFacesResponse.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 更新人脸
UpdateFaceRequest updateFaceRequest = new UpdateFaceRequest(); updateFaceRequest.withFaceSetName("face_set_name"); UpdateFaceReq updateFaceReq = new UpdateFaceReq(); updateFaceReq.withFaceId("iexEBb6t"); updateFaceRequest.withBody(updateFaceReq); try { UpdateFaceResponse response = client.updateFace(updateFaceRequest); System.out.println(response.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 查询人脸
//show faces by faceId ShowFacesByFaceIdRequest showFacesByFaceIdRequest = new ShowFacesByFaceIdRequest(); showFacesByFaceIdRequest.withFaceSetName("face_set_name"); showFacesByFaceIdRequest.withFaceId("iexEBb6t"); try { ShowFacesByFaceIdResponse response = client.showFacesByFaceId(showFacesByFaceIdRequest); System.out.println(response.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); } //show faces by limit ShowFacesByLimitRequest showFacesByLimitRequest = new ShowFacesByLimitRequest(); showFacesByLimitRequest.withFaceSetName("face_set_name"); showFacesByLimitRequest.withOffset(0); showFacesByLimitRequest.withLimit(10); try { ShowFacesByLimitResponse showFacesByLimitResponse = client.showFacesByLimit(showFacesByLimitRequest); System.out.println(showFacesByLimitResponse.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 动作活体检测
//detect live by base64 DetectLiveByBase64Request request = new DetectLiveByBase64Request(); LiveDetectBase64Req body = new LiveDetectBase64Req(); body.withActions("1,2,3,4"); body.withVideoBase64("/9j/4AAQSkZJRgABAQAAAQABAAD..."); request.withBody(body); try { DetectLiveByBase64Response response = client.detectLiveByBase64(request); System.out.println(response.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
- 静默活体检测
//detect live face by base64 DetectLiveFaceByBase64Request request = new DetectLiveFaceByBase64Request(); LiveDetectFaceBase64Req body = new LiveDetectFaceBase64Req(); body.withImageBase64("/9j/4AAQSkZJRgABAQAAAQABAAD..."); request.withBody(body); try { DetectLiveFaceByBase64Response response = client.detectLiveFaceByBase64(request); System.out.println(response.toString()); } catch (ConnectionException e) { e.printStackTrace(); } catch (RequestTimeoutException e) { e.printStackTrace(); } catch (ServiceResponseException e) { e.printStackTrace(); System.out.println(e.getHttpStatusCode()); System.out.println(e.getErrorCode()); System.out.println(e.getErrorMsg()); }
SDK代码自动生成
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