Face++ Java 简单实例

Face++ 官网 http://www.faceplusplus.com.cn/

11.jpg

import java.nio.charset.Charset;
import java.util.ArrayList;

import org.json.JSONException;
import org.json.JSONObject;

import com.facepp.error.FaceppParseException;
import com.facepp.http.HttpRequests;
import com.facepp.http.PostParameters;

/*
 * 先识别了一张照片，得出3个人脸，然后创建了3个Person，把这些人脸加入到对应的Person中，再把这些Person加入一个Group中。
 * 通过调用train和recognition来演示人脸识别API。最后删除了创建的Person
 */
public class Test {

    public static void main(String[] args) {

        //初始化函数HttpRequests，传入四个参数依次是API_Key，API_Secret，是否使用CN服务器，是否使用HTTP模式连接。

        //replace api_key and api_secret here (note)
        HttpRequests httpRequests = new HttpRequests("your APIkey", "your API Secret", true, true);

        JSONObject result = null;

        try {

            System.out.println(Charset.forName("UTF-8").name());

            System.out.println("FacePlusPlus API Test:");

            //detection/detect
            //识别图片
            result = httpRequests.detectionDetect(new PostParameters().setUrl("http://cn.faceplusplus.com/wp-content/themes/faceplusplus/assets/img/demo/11.jpg"));
            System.out.println(result);

            System.out.println(result.getJSONArray("face").getJSONObject(0).getJSONObject("position").getJSONObject("center"));

            //创建Person，通过personAddFace添加人脸，通过setPersonName添加中文姓名，最后通过personGetInfo得到每一个Person的信息输出。
            //-----------------Person-----------------
            //person/create
            System.out.println("\nperson/create");
            for (int i = 0; i < result.getJSONArray("face").length(); ++i)
                System.out.println(httpRequests.personCreate(new PostParameters().setPersonName("person_n"+i)));

            new PostParameters().setPersonName("person_n"+0).setFaceId(
                    result.getJSONArray("face").getJSONObject(0).getString("face_id")).getMultiPart().writeTo(System.out);

            //person/add_face
            System.out.println("\nperson/add_face");
            for (int i = 0; i < result.getJSONArray("face").length(); ++i)
                System.out.println(httpRequests.personAddFace(new PostParameters().setPersonName("person_n"+i).setFaceId(
                        result.getJSONArray("face").getJSONObject(i).getString("face_id"))));

            //person/set_info
            System.out.println("\nperson/set_info");
            for (int i = 0; i < result.getJSONArray("face").length(); ++i) {
                new PostParameters().setPersonName("person_n"+i).setTag("china tag_"+i).getMultiPart().writeTo(System.out);
                System.out.println(httpRequests.personSetInfo(new PostParameters().setPersonName("person_n"+i).setTag("china tag_"+i)));
            }

            //person/get_info
            System.out.println("\nperson/get_info");
            for (int i = 0; i < result.getJSONArray("face").length(); ++i)
                System.out.println(httpRequests.personGetInfo(new PostParameters().setPersonName("person_n"+i)));

            //创建Faceset，此处和创建Person基本一致。
            //-----------------Faceset-----------------
            //faceset/create
            System.out.println("\nfaceset/create");
            for (int i = 0; i < result.getJSONArray("face").length(); ++i)
                System.out.println(httpRequests.facesetCreate(new PostParameters().setFacesetName("faceset_n"+i)));

            //faceset/add_face
            System.out.println("\nfaceset/add_face");
            for (int i = 0; i < result.getJSONArray("face").length(); ++i)
                System.out.println(httpRequests.facesetAddFace(new PostParameters().setFacesetName("faceset_n"+i).setFaceId(
                        result.getJSONArray("face").getJSONObject(i).getString("face_id"))));

            //faceset/set_info
            System.out.println("\nfaceset/set_info");
            for (int i = 0; i < result.getJSONArray("face").length(); ++i) {
                new PostParameters().setFacesetName("faceset_n"+i).setTag("china tag_"+i).getMultiPart().writeTo(System.out);
                System.out.println(httpRequests.facesetSetInfo(new PostParameters().setFacesetName("faceset_n"+i).setTag("china tag_"+i)));
            }

            //faceset/get_info
            System.out.println("\nfaceset/get_info");
            for (int i = 0; i < result.getJSONArray("face").length(); ++i)
                System.out.println(httpRequests.facesetGetInfo(new PostParameters().setFacesetName("faceset_n"+i)));

            //创建一个Group，把所有Person加入到Group中去。
            //-----------------Group-----------------
            //group/create
            System.out.println("\ngroup/create");
            System.out.println(httpRequests.groupCreate(new PostParameters().setGroupName("group0")));

            //group/add_person
            System.out.println("\ngroup/add_person");
            ArrayList<String> personList = new ArrayList<String>();
            for (int i = 0; i < result.getJSONArray("face").length(); ++i)
                personList.add("person_n"+i);

            new PostParameters().setGroupName("group0").setPersonName(personList).getMultiPart().writeTo(System.out);
            System.out.println(httpRequests.groupAddPerson(new PostParameters().setGroupName("group0").setPersonName(personList)));

            //group/set_info
            System.out.println("\ngroup/set_info");
            System.out.println(httpRequests.groupSetInfo(new PostParameters().setGroupName("group0").setTag("group tag")));

            //group/get_info
            System.out.println("\ngroup/get_info");
            System.out.println(httpRequests.groupGetInfo(new PostParameters().setGroupName("group0")));

            //通过trainIdentify建立人脸标识模型，再通过trainVerify建立人脸验证模型。
            //-----------------Recognition-----------------

            //recognition/train
            JSONObject syncRet = null; 

            System.out.println("\ntrain/Identify");
            syncRet = httpRequests.trainIdentify(new PostParameters().setGroupName("group0"));
            System.out.println(syncRet);
            System.out.println(httpRequests.getSessionSync(syncRet.getString("session_id")));

            System.out.println("\ntrain/verify");
            for (int i = 0; i < result.getJSONArray("face").length(); ++i) {
                syncRet = httpRequests.trainVerify(new PostParameters().setPersonName("person_n" + i));
                System.out.println(httpRequests.getSessionSync(syncRet.get("session_id").toString()));
            }

            //recognition/recognize
            System.out.println("\nrecognition/identify");
            System.out.println(httpRequests.recognitionIdentify(
                    new PostParameters().setGroupName("group0").setUrl("http://cn.faceplusplus.com/wp-content/themes/faceplusplus/assets/img/demo/5.jpg")));

            //recognition/verify
            System.out.println("\nrecognition/verify");
            System.out.println(
                    httpRequests.recognitionVerify(new PostParameters().setPersonName("person_n0").setFaceId(
                            result.getJSONArray("face").getJSONObject(0).getString("face_id"))));
            System.out.println(
                    httpRequests.recognitionVerify(new PostParameters().setPersonName("person_n1").setFaceId(
                            result.getJSONArray("face").getJSONObject(0).getString("face_id"))));

            //-----------------Info-----------------
            //info/get_app
            System.out.println("\ninfo/get_app");
            System.out.println(httpRequests.infoGetApp());

            //info/get_face
            System.out.println("\ninfo/get_app");
            System.out.println(httpRequests.infoGetFace(new PostParameters().setFaceId(
                    result.getJSONArray("face").getJSONObject(0).getString("face_id"))));

            //info/get_group_list
            System.out.println("\ninfo/get_group_list");
            System.out.println(httpRequests.infoGetGroupList());

            //info/get_image
            System.out.println("\ninfo/get_image");
            System.out.println(httpRequests.infoGetImage(new PostParameters().setImgId(
                    result.getString("img_id"))));

            //info/get_person_nlist
            System.out.println("\ninfo/get_person_nlist");
            System.out.println(httpRequests.infoGetPersonList());

            //info/get_quota
            System.out.println("\ninfo/get_quota");
            System.out.println(httpRequests.infoGetQuota());

            //info/get_session
            System.out.println("\ninfo/get_session");
            System.out.println(httpRequests.infoGetSession(new PostParameters().setSessionId(
                    result.getString("session_id"))));


            //-----At last----
            //person/remove_face
            System.out.println("\nperson/remove_face");
            System.out.println(httpRequests.personRemoveFace(
                    new PostParameters().setPersonName("person_n0").setFaceId(
                            result.getJSONArray("face").getJSONObject(0).getString("face_id"))));

            //group/delete
            System.out.println("\ngroup/delete");
            System.out.println(httpRequests.groupDelete(new PostParameters().setGroupName("group0")));

            //person/delete
            System.out.println("\nperson/delete");
            System.out.println(httpRequests.personDelete(new PostParameters().setPersonName("person_n0")));

            //faceset/delete
            System.out.println("\nfaceset/delete");
            System.out.println(httpRequests.facesetDelete(new PostParameters().setFacesetName("faceset_n0")));

        } catch(FaceppParseException e) {
            e.printStackTrace();
        } catch (Exception e) {
        } finally {
            try {
                for (int i = 1; i < result.getJSONArray("face").length(); ++i) {
                    httpRequests.personDelete(new PostParameters().setPersonName("person_n"+i));
                    httpRequests.facesetDelete(new PostParameters().setFacesetName("faceset_n"+i));
                }
            } catch (JSONException e) {
                e.printStackTrace();
            } catch (FaceppParseException e) {
                e.printStackTrace();
            }
        }
    }
}

结果输出：

UTF-8
FacePlusPlus API Test:
{"face":[{"position":{"mouth_right":{"y":38.653894,"x":80.023902},"mouth_left":{"y":39.814953,"x":71.609512},"center":{"y":33.800623,"x":75.243902},"height":20.872274,"width":16.341463,"nose":{"y":34.450156,"x":74.298293},"eye_left":{"y":30.187726,"x":70.736585},"eye_right":{"y":28.659252,"x":78.349268}},"tag":"","face_id":"beb41e45943f1ca51cfeaf9d5e17807e","attribute":{"age":{"range":10,"value":40},"gender":{"value":"Female","confidence":99.9985},"race":{"value":"White","confidence":58.3153},"smiling":{"value":98.7239}}},{"position":{"mouth_right":{"y":51.956386,"x":25.697317},"mouth_left":{"y":53.221807,"x":17.340268},"center":{"y":47.352025,"x":21.707317},"height":20.560748,"width":16.097561,"nose":{"y":48.353271,"x":22.029073},"eye_left":{"y":43.312773,"x":17.307927},"eye_right":{"y":42.598442,"x":25.091707}},"tag":"","face_id":"f04841f32fecef9846be4970c58e72c1","attribute":{"age":{"range":5,"value":33},"gender":{"value":"Female","confidence":99.9999},"race":{"value":"White","confidence":97.3218},"smiling":{"value":99.5768}}},{"position":{"mouth_right":{"y":35.692212,"x":50.440244},"mouth_left":{"y":37.578193,"x":44.245854},"center":{"y":31.775701,"x":46.585366},"height":18.691589,"width":14.634146,"nose":{"y":32.875078,"x":46.454878},"eye_left":{"y":28.394268,"x":42.39439},"eye_right":{"y":26.697383,"x":49.860976}},"tag":"","face_id":"4d51486ae5d9777bc229f429c1ebf3bb","attribute":{"age":{"range":8,"value":16},"gender":{"value":"Female","confidence":99.9936},"race":{"value":"White","confidence":99.0117},"smiling":{"value":51.1197}}}],"session_id":"d53921e468bb483a8d40cf2898a992ef","img_id":"8b54680a72bc8da8c6550e4ca84a833a","response_code":200,"img_height":321,"img_width":410,"url":"http://cn.faceplusplus.com/wp-content/themes/faceplusplus/assets/img/demo/11.jpg"}
{"y":33.800623,"x":75.243902}

person/create
{"person_id":"154c612b9e1cfaad936c92eefbe24f09","person_name":"person_n0","added_group":0,"tag":"","response_code":200,"added_face":0}
{"person_id":"47f550e53f93e9178597c5868499e269","person_name":"person_n1","added_group":0,"tag":"","response_code":200,"added_face":0}
{"person_id":"f00bc296dc526ffc27ee8a4e2fe634a1","person_name":"person_n2","added_group":0,"tag":"","response_code":200,"added_face":0}
--eUDt49CYA7rdPCgmEYBS9F6rxYEH3xgn
Content-Disposition: form-data; name="person_name"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

person_n0
--eUDt49CYA7rdPCgmEYBS9F6rxYEH3xgn
Content-Disposition: form-data; name="face_id"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

beb41e45943f1ca51cfeaf9d5e17807e
--eUDt49CYA7rdPCgmEYBS9F6rxYEH3xgn--

person/add_face
{"added":1,"response_code":200,"success":true}
{"added":1,"response_code":200,"success":true}
{"added":1,"response_code":200,"success":true}

person/set_info
--JppPoWbcgMZymwV_tLa9D0vYvdtamF85
Content-Disposition: form-data; name="person_name"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

person_n0
--JppPoWbcgMZymwV_tLa9D0vYvdtamF85
Content-Disposition: form-data; name="tag"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

china tag_0
--JppPoWbcgMZymwV_tLa9D0vYvdtamF85--
{"person_id":"154c612b9e1cfaad936c92eefbe24f09","person_name":"person_n0","tag":"china tag_0","response_code":200}
--sv4kQ20H2Vb0oumUGHmu9YBb5k4HnzdT
Content-Disposition: form-data; name="person_name"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

person_n1
--sv4kQ20H2Vb0oumUGHmu9YBb5k4HnzdT
Content-Disposition: form-data; name="tag"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

china tag_1
--sv4kQ20H2Vb0oumUGHmu9YBb5k4HnzdT--
{"person_id":"47f550e53f93e9178597c5868499e269","person_name":"person_n1","tag":"china tag_1","response_code":200}
--Tq_SmfTObMiBwzdZUh5R4RDqzEjwQZVF
Content-Disposition: form-data; name="person_name"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

person_n2
--Tq_SmfTObMiBwzdZUh5R4RDqzEjwQZVF
Content-Disposition: form-data; name="tag"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

china tag_2
--Tq_SmfTObMiBwzdZUh5R4RDqzEjwQZVF--
{"person_id":"f00bc296dc526ffc27ee8a4e2fe634a1","person_name":"person_n2","tag":"china tag_2","response_code":200}

person/get_info
{"face":[{"tag":"","face_id":"beb41e45943f1ca51cfeaf9d5e17807e"}],"person_id":"154c612b9e1cfaad936c92eefbe24f09","person_name":"person_n0","tag":"china tag_0","response_code":200,"group":[]}
{"face":[{"tag":"","face_id":"f04841f32fecef9846be4970c58e72c1"}],"person_id":"47f550e53f93e9178597c5868499e269","person_name":"person_n1","tag":"china tag_1","response_code":200,"group":[]}
{"face":[{"tag":"","face_id":"4d51486ae5d9777bc229f429c1ebf3bb"}],"person_id":"f00bc296dc526ffc27ee8a4e2fe634a1","person_name":"person_n2","tag":"china tag_2","response_code":200,"group":[]}

faceset/create
{"tag":"","faceset_id":"5a9afe6e37572a61da037a087a5f3af0","response_code":200,"added_face":0,"faceset_name":"faceset_n0"}
{"tag":"","faceset_id":"baa1033fb49170da94458c179cd38588","response_code":200,"added_face":0,"faceset_name":"faceset_n1"}
{"tag":"","faceset_id":"99311637228fdb3813e38dbed7950d18","response_code":200,"added_face":0,"faceset_name":"faceset_n2"}

faceset/add_face
{"added":1,"response_code":200,"success":true}
{"added":1,"response_code":200,"success":true}
{"added":1,"response_code":200,"success":true}

faceset/set_info
--Tv1GuN3gNeYpm0OQUDUYSPoe3R4MHRYO
Content-Disposition: form-data; name="faceset_name"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

faceset_n0
--Tv1GuN3gNeYpm0OQUDUYSPoe3R4MHRYO
Content-Disposition: form-data; name="tag"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

china tag_0
--Tv1GuN3gNeYpm0OQUDUYSPoe3R4MHRYO--
{"tag":"china tag_0","faceset_id":"5a9afe6e37572a61da037a087a5f3af0","response_code":200,"faceset_name":"faceset_n0"}
--dbapSeQx8x0XXS5gd5AGndlbN88eFSFL
Content-Disposition: form-data; name="faceset_name"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

faceset_n1
--dbapSeQx8x0XXS5gd5AGndlbN88eFSFL
Content-Disposition: form-data; name="tag"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

china tag_1
--dbapSeQx8x0XXS5gd5AGndlbN88eFSFL--
{"tag":"china tag_1","faceset_id":"baa1033fb49170da94458c179cd38588","response_code":200,"faceset_name":"faceset_n1"}
--S90zd2KHGeieRQ8D8OMUW_b7Gyuz3uXa
Content-Disposition: form-data; name="faceset_name"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

faceset_n2
--S90zd2KHGeieRQ8D8OMUW_b7Gyuz3uXa
Content-Disposition: form-data; name="tag"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

china tag_2
--S90zd2KHGeieRQ8D8OMUW_b7Gyuz3uXa--
{"tag":"china tag_2","faceset_id":"99311637228fdb3813e38dbed7950d18","response_code":200,"faceset_name":"faceset_n2"}

faceset/get_info
{"face":[{"tag":"","face_id":"beb41e45943f1ca51cfeaf9d5e17807e"}],"tag":"china tag_0","faceset_id":"5a9afe6e37572a61da037a087a5f3af0","response_code":200,"faceset_name":"faceset_n0"}
{"face":[{"tag":"","face_id":"f04841f32fecef9846be4970c58e72c1"}],"tag":"china tag_1","faceset_id":"baa1033fb49170da94458c179cd38588","response_code":200,"faceset_name":"faceset_n1"}
{"face":[{"tag":"","face_id":"4d51486ae5d9777bc229f429c1ebf3bb"}],"tag":"china tag_2","faceset_id":"99311637228fdb3813e38dbed7950d18","response_code":200,"faceset_name":"faceset_n2"}

group/create
{"group_name":"group0","tag":"","added_person":0,"response_code":200,"group_id":"6a98dbe1346d0c3327389b31e3b8bfec"}

group/add_person
--1CyoBlv4h_VP2BhNJRcFo5wA_UXWQVqU
Content-Disposition: form-data; name="group_name"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

group0
--1CyoBlv4h_VP2BhNJRcFo5wA_UXWQVqU
Content-Disposition: form-data; name="person_name"
Content-Type: text/plain; charset=UTF-8
Content-Transfer-Encoding: 8bit

person_n0,person_n1,person_n2
--1CyoBlv4h_VP2BhNJRcFo5wA_UXWQVqU--
{"added":3,"response_code":200,"success":true}

group/set_info
{"group_name":"group0","tag":"group tag","response_code":200,"group_id":"6a98dbe1346d0c3327389b31e3b8bfec"}

group/get_info
{"group_name":"group0","person":[{"person_id":"154c612b9e1cfaad936c92eefbe24f09","person_name":"person_n0","tag":"china tag_0"},{"person_id":"47f550e53f93e9178597c5868499e269","person_name":"person_n1","tag":"china tag_1"},{"person_id":"f00bc296dc526ffc27ee8a4e2fe634a1","person_name":"person_n2","tag":"china tag_2"}],"tag":"group tag","response_code":200,"group_id":"6a98dbe1346d0c3327389b31e3b8bfec"}

train/Identify
{"session_id":"429dd92f7ca645b380ad86a4ab5f21cf","response_code":200}
{"result":{"success":true},"session_id":"429dd92f7ca645b380ad86a4ab5f21cf","status":"SUCC","finish_time":1434564464,"response_code":200,"create_time":1434564463}

train/verify
{"result":{"success":true},"session_id":"a1e89bd8d7444bbc83c3aafe2b2694f2","status":"SUCC","finish_time":1434564466,"response_code":200,"create_time":1434564465}
{"result":{"success":true},"session_id":"503f7cb4c8e448598a566b735d51238e","status":"SUCC","finish_time":1434564466,"response_code":200,"create_time":1434564466}
{"result":{"success":true},"session_id":"d2b886a31d1b494187ef8c54278ca8a6","status":"SUCC","finish_time":1434564467,"response_code":200,"create_time":1434564463}

recognition/identify
{"face":[{"position":{"mouth_right":{"y":22.793561,"x":52.058537},"mouth_left":{"y":23.352927,"x":45.069268},"center":{"y":19.756098,"x":48.04878},"height":14.634146,"width":14.634146,"nose":{"y":20.744732,"x":47.626829},"eye_left":{"y":16.864756,"x":44.421707},"eye_right":{"y":16.01322,"x":51.597561}},"face_id":"b61e98330d0bc090c8d03aea80ec595a","candidate":[{"person_id":"f00bc296dc526ffc27ee8a4e2fe634a1","person_name":"person_n2","tag":"china tag_2","confidence":12.402992},{"person_id":"154c612b9e1cfaad936c92eefbe24f09","person_name":"person_n0","tag":"china tag_0","confidence":0.036911},{"person_id":"47f550e53f93e9178597c5868499e269","person_name":"person_n1","tag":"china tag_1","confidence":0}]}],"session_id":"20ec896b075b4735b573177e6aeb1d96","response_code":200}

recognition/verify
{"session_id":"94a40e505c1b4cbb9b22d00f28eb45c3","response_code":200,"confidence":99.999992,"is_same_person":true}
{"session_id":"65eb4f0dfd4e426db131646d29813c32","response_code":200,"confidence":95.433533,"is_same_person":false}

info/get_app
{"description":"deprecated","response_code":200,"name":"deprecated","info":"deprecated"}

info/get_app
{"face_info":[{"position":{"mouth_right":{"y":38.653894,"x":80.023902},"mouth_left":{"y":39.814953,"x":71.609512},"center":{"y":33.800623,"x":75.243902},"height":20.872274,"width":16.341463,"nose":{"y":34.450156,"x":74.298293},"eye_left":{"y":30.187726,"x":70.736585},"eye_right":{"y":28.659252,"x":78.349268}},"person":[{"person_id":"154c612b9e1cfaad936c92eefbe24f09","person_name":"person_n0","tag":"china tag_0"}],"img_id":"8b54680a72bc8da8c6550e4ca84a833a","tag":"","face_id":"beb41e45943f1ca51cfeaf9d5e17807e","attribute":{"age":{"range":10,"value":40},"gender":{"value":"Female","confidence":99.9985},"race":{"value":"White","confidence":58.3153},"smiling":{"value":98.7239}},"faceset":[{"tag":"china tag_0","faceset_id":"5a9afe6e37572a61da037a087a5f3af0","faceset_name":"faceset_n0"}],"url":"http://cn.faceplusplus.com/wp-content/themes/faceplusplus/assets/img/demo/11.jpg"}],"response_code":200}

info/get_group_list
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info/get_image
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info/get_person_nlist
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info/get_quota
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info/get_session
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person/remove_face
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group/delete
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person/delete
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faceset/delete
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