{"action":"created","comment":{"url":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/pulls/comments/226518222","pull_request_review_id":166359633,"id":226518222,"node_id":"MDI0OlB1bGxSZXF1ZXN0UmV2aWV3Q29tbWVudDIyNjUxODIyMg==","diff_hunk":"@@ -0,0 +1,237 @@\n+﻿using System;\n+using System.Collections.Generic;\n+using System.IO;\n+using System.Threading.Tasks;\n+using Microsoft.Azure.CognitiveServices.Vision.Face;\n+using Microsoft.Azure.CognitiveServices.Vision.Face.Models;\n+\n+namespace FindSimilar\n+{\n+    public class Program\n+    {\n+        // Create a client.\n+        public static string ApiKey = \"ENTER YOUR KEY HERE\";\n+\n+        public static IFaceClient Client = new FaceClient(new ApiKeyServiceClientCredentials(ApiKey))\n+        {\n+            Endpoint = \"ENTER YOUR ENDPOINT HERE\"\n+        };\n+\n+        public static void Main(string[] args)\n+        {\n+            FindSimilar_in_FaceIds().Wait();\n+            FindSimilar_in_FaceList().Wait();\n+            FindSimilar_in_LargeFaceList().Wait();\n+            Console.ReadLine();\n+        }\n+\n+        public static async Task FindSimilar_in_FaceIds()\n+        {\n+            List<string> targetImageFileNames =\n+                new List<string> { \"Family1-Dad1.jpg\", \"Family1-Daughter1.jpg\", \"Family1-Mom1.jpg\", \"Family1-Son1.jpg\", \"Family2-Lady1.jpg\", \"Family2-Man1.jpg\", \"Family3-Lady1.jpg\", \"Family3-Man1.jpg\" };\n+            IList<Guid?> faceIds = new List<Guid?>();\n+\n+            foreach (var targetImageFileName in targetImageFileNames)\n+            {\n+                // Read image file.\n+                using (FileStream stream = new FileStream(Path.Combine(\"Images\", targetImageFileName), FileMode.Open))\n+                {\n+                    // Detect faces from image stream.\n+                    IList<DetectedFace> detectedFaces = Client.Face.DetectWithStreamAsync(stream).Result;\n+                    if (detectedFaces == null || detectedFaces.Count == 0)\n+                    {\n+                        Console.WriteLine($\"[Error] No face detected from image `{targetImageFileName}`.\");\n+                        return;\n+                    }\n+\n+                    Console.WriteLine($\"{detectedFaces.Count} faces detected from image `{targetImageFileName}`.\");\n+                    if (detectedFaces[0].FaceId == null)\n+                    {\n+                        Console.WriteLine(\"[Error] Parameter `returnFaceId` of `DetectWithStreamAsync` must be set to `true` (by default) for verification purpose.\");\n+                        return;\n+                    }\n+\n+                    // Add detected faceId to faceIds.\n+                    faceIds.Add(detectedFaces[0].FaceId);\n+                }\n+            }\n+\n+            // Find similar example for find similar faces from faceIds with similar confidence.\n+            IList<SimilarFace> similarResults = Client.Face.FindSimilarAsync(faceIds[0].Value, null, null, faceIds).Result;\n+            if (similarResults.Count == 0)\n+            {\n+                Console.WriteLine($\"Not found the same with `{faceIds[0].Value}` from similar result.\");\n+            }\n+            foreach (var similarResult in similarResults)\n+            {\n+                Console.WriteLine(\n+                    similarResult.Confidence>0.5\n+                        ? $\"Faces from {faceIds[0].Value} & {similarResult.FaceId} are of the same (Positive) person, similarity confidence: {similarResult.Confidence}.\"\n+                        : $\"Faces from {faceIds[0].Value} & {similarResult.FaceId} are of different (Negative) persons, similarity confidence: {similarResult.Confidence}.\");\n+            }\n+\n+            Console.WriteLine(\"\\nPress ENTER to exit.\");\n+        }\n+\n+        public static async Task FindSimilar_in_FaceList()\n+        {\n+            List<string> targetImageFileNames =\n+                            new List<string> { \"Family1-Dad1.jpg\", \"Family1-Daughter1.jpg\", \"Family1-Mom1.jpg\", \"Family1-Son1.jpg\", \"Family2-Lady1.jpg\", \"Family2-Man1.jpg\", \"Family3-Lady1.jpg\", \"Family3-Man1.jpg\" };\n+            string sourceImageFileName = \"findsimilar.jpg\";\n+\n+            // Create a face list.\n+            string faceListId = Guid.NewGuid().ToString();\n+            Console.WriteLine($\"Create FaceList {faceListId} {Environment.NewLine}\");\n+            await Client.FaceList.CreateAsync(faceListId, faceListId, \"face list for sample\");\n+\n+            foreach (var targetImageFileName in targetImageFileNames)\n+            {\n+                // Read image file.\n+                using (FileStream stream = new FileStream(Path.Combine(\"Images\", targetImageFileName), FileMode.Open))\n+                {\n+                    // Add face to face list.\n+                    Console.WriteLine($\"Add faces to face list from image `{targetImageFileName}`.\");\n+                    var faces = await Client.FaceList.AddFaceFromStreamAsync(faceListId, stream, targetImageFileName);\n+                    if (faces == null)\n+                    {\n+                        Console.WriteLine($\"[Error] No persisted face from image `{targetImageFileName}`.\");\n+                        return;\n+                    }\n+                }\n+            }\n+\n+            // Get persisted faces.\n+            List<PersistedFace> persistedFaces = Client.FaceList.GetAsync(faceListId).Result.PersistedFaces as List<PersistedFace>;\n+\n+            // Read image file.\n+            using (FileStream stream = new FileStream(Path.Combine(\"Images\", sourceImageFileName), FileMode.Open))\n+            {\n+                // Detect faces from image stream.\n+                IList<DetectedFace> detectedFaces = Client.Face.DetectWithStreamAsync(stream).Result;\n+                if (detectedFaces == null || detectedFaces.Count == 0)\n+                {\n+                    Console.WriteLine($\"[Error] No face detected from image `{sourceImageFileName}`.\");\n+                    return;\n+                }\n+\n+                Console.WriteLine($\"{detectedFaces.Count} faces detected from image `{sourceImageFileName}`.\");\n+                if (detectedFaces[0].FaceId == null)\n+                {\n+                    Console.WriteLine(\"[Error] Parameter `returnFaceId` of `DetectWithStreamAsync` must be set to `true` (by default) for verification purpose.\");\n+                    return;\n+                }\n+\n+                // Find similar example for find similar faces from the face list with similar confidence.\n+                var similarResults = Client.Face.FindSimilarAsync(detectedFaces[0].FaceId.Value, faceListId).Result;\n+                foreach (var similarResult in similarResults)\n+                {\n+                    PersistedFace pf = persistedFaces.Find(p => p.PersistedFaceId == similarResult.PersistedFaceId);\n+                    if (pf == null)\n+                    {\n+                        Console.WriteLine(\"Persisted face not found in similar result.\");\n+                        continue;\n+                    }","path":"Face/FindSimilar/Program.cs","position":133,"original_position":133,"commit_id":"c2576e2c061ce292728cedbfa4e6a5cfb5f3baaf","original_commit_id":"c2576e2c061ce292728cedbfa4e6a5cfb5f3baaf","user":{"login":"lebronJ","id":19341200,"node_id":"MDQ6VXNlcjE5MzQxMjAw","avatar_url":"https://avatars2.githubusercontent.com/u/19341200?v=4","gravatar_id":"","url":"https://api.github.com/users/lebronJ","html_url":"https://github.com/lebronJ","followers_url":"https://api.github.com/users/lebronJ/followers","following_url":"https://api.github.com/users/lebronJ/following{/other_user}","gists_url":"https://api.github.com/users/lebronJ/gists{/gist_id}","starred_url":"https://api.github.com/users/lebronJ/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/lebronJ/subscriptions","organizations_url":"https://api.github.com/users/lebronJ/orgs","repos_url":"https://api.github.com/users/lebronJ/repos","events_url":"https://api.github.com/users/lebronJ/events{/privacy}","received_events_url":"https://api.github.com/users/lebronJ/received_events","type":"User","site_admin":false},"body":"Newline after `}`.","created_at":"2018-10-19T02:16:02Z","updated_at":"2018-10-19T02:33:44Z","html_url":"https://github.com/acured/cognitive-services-dotnet-sdk-samples/pull/2#discussion_r226518222","pull_request_url":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/pulls/2","author_association":"NONE","_links":{"self":{"href":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/pulls/comments/226518222"},"html":{"href":"https://github.com/acured/cognitive-services-dotnet-sdk-samples/pull/2#discussion_r226518222"},"pull_request":{"href":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/pulls/2"}}},"pull_request":{"url":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/pulls/2","id":223469225,"node_id":"MDExOlB1bGxSZXF1ZXN0MjIzNDY5MjI1","html_url":"https://github.com/acured/cognitive-services-dotnet-sdk-samples/pull/2","diff_url":"https://github.com/acured/cognitive-services-dotnet-sdk-samples/pull/2.diff","patch_url":"https://github.com/acured/cognitive-services-dotnet-sdk-samples/pull/2.patch","issue_url":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/issues/2","number":2,"state":"open","locked":false,"title":"Add 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(Kind)\r\n`Face`, `TextAnalytics`, `ComputerVision`...\r\n\r\n## Purpose\r\nDescribe the intention of the changes being proposed.\r\nWhat problem does it solve or functionality does it add?\r\n\r\n## Other Information\r\nAdd any other helpful information that may be needed here.","created_at":"2018-10-17T04:59:49Z","updated_at":"2018-10-19T02:33:44Z","closed_at":null,"merged_at":null,"merge_commit_sha":"0c3cac249e4a5b6909fa3b139f9a6e2949213895","assignee":null,"assignees":[],"requested_reviewers":[],"requested_teams":[],"labels":[],"milestone":null,"commits_url":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/pulls/2/commits","review_comments_url":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/pulls/2/comments","review_comment_url":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/pulls/comments{/number}","comments_url":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/issues/2/comments","statuses_url":"https://api.github.com/repos/acured/cognitive-services-dotnet-sdk-samples/statuses/c2576e2c061ce292728cedbfa4e6a5cfb5f3baaf","head":{"label":"acured:AddFindSimilar","ref":"AddFindSimilar","sha":"c2576e2c061ce292728cedbfa4e6a5cfb5f3baaf","user":{"login":"acured","id":10276763,"node_id":"MDQ6VXNlcjEwMjc2NzYz","avatar_url":"https://avatars3.githubusercontent.com/u/10276763?v=4","gravatar_id":"","url":"https://api.github.com/users/acured","html_url":"https://github.com/acured","followers_url":"https://api.github.com/users/acured/followers","following_url":"https://api.github.com/users/acured/following{/other_user}","gists_url":"https://api.github.com/users/acured/gists{/gist_id}","starred_url":"https://api.github.com/users/acured/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/acured/subscriptions","organizations_url":"https://api.github.com/users/acured/orgs","repos_url":"https://api.github.com/users/acured/repos","events_url":"https://api.github.com/users/acured/events{/privacy}","received_events_url":"https://api.github.com/users/acured/received_events","type":"User","site_admin":false},"repo":{"id":153237389,"node_id":"MDEwOlJlcG9zaXRvcnkxNTMyMzczODk=","name":"cognitive-services-dotnet-sdk-samples","full_name":"acured/cognitive-services-dotnet-sdk-samples","private":false,"owner":{"login":"acured","id":10276763,"node_id":"MDQ6VXNlcjEwMjc2NzYz","avatar_url":"https://avatars3.githubusercontent.com/u/10276763?v=4","gravatar_id":"","url":"https://api.github.com/users/acured","html_url":"https://github.com/acured","followers_url":"https://api.github.com/users/acured/followers","following_url":"https://api.github.com/users/acured/following{/other_user}","gists_url":"https://api.github.com/users/acured/gists{/gist_id}","starred_url":"https://api.github.com/users/acured/starred{/owner}{/repo}","subscriptions_url":"https://api.github.com/users/acured/subscriptions","organizations_url":"https://api.github.com/users/acured/orgs","repos_url":"https://api.github.com/users/acured/repos","events_url":"https://api.github.com/users/acured/events{/privacy}","received_events_url":"https://api.github.com/users/acured/received_events","type":"User","site_admin":false},"html_url":"https://github.com/acured/cognitive-services-dotnet-sdk-samples","description":"Learn 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