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AWS SDK または CLI SearchFacesByImage
で使用する
以下のコード例は、SearchFacesByImage
の使用方法を示しています。
詳細については、「顔を検索する (イメージ)」を参照してください。
- .NET
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- AWS SDK for .NET
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注記
GitHub には他にもあります。用例一覧を検索し、AWS コード例リポジトリ
での設定と実行の方法を確認してください。 using System; using System.Threading.Tasks; using Amazon.Rekognition; using Amazon.Rekognition.Model; /// <summary> /// Uses the Amazon Rekognition Service to search for images matching those /// in a collection. /// </summary> public class SearchFacesMatchingImage { public static async Task Main() { string collectionId = "MyCollection"; string bucket = "amzn-s3-demo-bucket"; string photo = "input.jpg"; var rekognitionClient = new AmazonRekognitionClient(); // Get an image object from S3 bucket. var image = new Image() { S3Object = new S3Object() { Bucket = bucket, Name = photo, }, }; var searchFacesByImageRequest = new SearchFacesByImageRequest() { CollectionId = collectionId, Image = image, FaceMatchThreshold = 70F, MaxFaces = 2, }; SearchFacesByImageResponse searchFacesByImageResponse = await rekognitionClient.SearchFacesByImageAsync(searchFacesByImageRequest); Console.WriteLine("Faces matching largest face in image from " + photo); searchFacesByImageResponse.FaceMatches.ForEach(face => { Console.WriteLine($"FaceId: {face.Face.FaceId}, Similarity: {face.Similarity}"); }); } }
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API の詳細については、SearchFacesByImage AWS SDK for .NET リファレンスの API を参照してください。
-
- CLI
-
- AWS CLI
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画像内の最大の顔と一致するコレクション内の顔を検索するには
次の
search-faces-by-image
コマンドは、指定された画像内の最大の顔と一致するコレクション内の顔を検索します。aws rekognition search-faces-by-image \ --image '
{"S3Object":{"Bucket":"MyImageS3Bucket","Name":"ExamplePerson.jpg"}}
' \ --collection-idMyFaceImageCollection
{
"SearchedFaceBoundingBox":{
"Width":0.18562500178813934,
"Top":0.1618015021085739,
"Left":0.5575000047683716,
"Height":0.24770642817020416
},
"SearchedFaceConfidence":99.993408203125,
"FaceMatches":[
{
"Face":{
"BoundingBox":{
"Width":0.18562500178813934,
"Top":0.1618019938468933,
"Left":0.5575000047683716,
"Height":0.24770599603652954
},
"FaceId": "ce7ed422-2132-4a11-ab14-06c5c410f29f", "ExternalImageId": "example-image.jpg", "Confidence":99.99340057373047,
"ImageId":"8d67061e-90d2-598f-9fbd-29c8497039c0"
},
"Similarity":99.97913360595703
},
{
"Face":{
"BoundingBox":{
"Width":0.18562500178813934,
"Top":0.1618019938468933,
"Left":0.5575000047683716,
"Height":0.24770599603652954
},
"FaceId": "13692fe4-990a-4679-b14a-5ac23d135eab", "ExternalImageId": "image3.jpg", "Confidence":99.99340057373047,
"ImageId":"8df18239-9ad1-5acd-a46a-6581ff98f51b"
},
"Similarity":99.97913360595703
},
{
"Face":{
"BoundingBox":{
"Width":0.41499999165534973,
"Top":0.09187500178813934,
"Left":0.28083300590515137,
"Height":0.3112500011920929
},
"FaceId": "8d3cfc70-4ba8-4b36-9644-90fba29c2dac", "ExternalImageId": "image2.jpg", "Confidence":99.99769592285156,
"ImageId":"a294da46-2cb1-5cc4-9045-61d7ca567662"
},
"Similarity":99.18069458007812
},
{
"Face":{
"BoundingBox":{
"Width":0.48166701197624207,
"Top":0.20999999344348907,
"Left":0.21250000596046448,
"Height":0.36125001311302185
},
"FaceId": "bd4ceb4d-9acc-4ab7-8ef8-1c2d2ba0a66a", "ExternalImageId": "image1.jpg", "Confidence":99.99949645996094,
"ImageId":"5e1a7588-e5a0-5ee3-bd00-c642518dfe3a"
},
"Similarity":98.66607666015625
},
{
"Face":{
"BoundingBox":{
"Width":0.5349419713020325,
"Top":0.29124999046325684,
"Left":0.16389399766921997,
"Height":0.40187498927116394
},
"FaceId": "745f7509-b1fa-44e0-8b95-367b1359638a", "ExternalImageId": "image9.jpg", "Confidence":99.99979400634766,
"ImageId":"67a34327-48d1-5179-b042-01e52ccfeada"
},
"Similarity":98.24278259277344
},
{
"Face":{
"BoundingBox":{
"Width":0.5307819843292236,
"Top":0.2862499952316284,
"Left":0.1564060002565384,
"Height":0.3987500071525574
},
"FaceId": "2eb5f3fd-e2a9-4b1c-a89f-afa0a518fe06", "ExternalImageId": "image10.jpg", "Confidence":99.99970245361328,
"ImageId":"3c314792-197d-528d-bbb6-798ed012c150"
},
"Similarity":98.10665893554688
},
{
"Face":{
"BoundingBox":{
"Width":0.5074880123138428,
"Top":0.3774999976158142,
"Left":0.18302799761295319,
"Height":0.3812499940395355
},
"FaceId": "086261e8-6deb-4bc0-ac73-ab22323cc38d", "ExternalImageId": "image6.jpg", "Confidence":99.99930572509766,
"ImageId":"ae1593b0-a8f6-5e24-a306-abf529e276fa"
},
"Similarity":98.10526275634766
},
{
"Face":{
"BoundingBox":{
"Width":0.5574039816856384,
"Top":0.37187498807907104,
"Left":0.14559100568294525,
"Height":0.4181250035762787
},
"FaceId": "11c4bd3c-19c5-4eb8-aecc-24feb93a26e1", "ExternalImageId": "image5.jpg", "Confidence":99.99960327148438,
"ImageId":"80739b4d-883f-5b78-97cf-5124038e26b9"
},
"Similarity":97.94659423828125
},
{
"Face":{
"BoundingBox":{
"Width":0.5773710012435913,
"Top":0.34437501430511475,
"Left":0.12396000325679779,
"Height":0.4337500035762787
},
"FaceId": "57189455-42b0-4839-a86c-abda48b13174", "ExternalImageId": "image8.jpg", "Confidence":100.0,
"ImageId":"0aff2f37-e7a2-5dbc-a3a3-4ef6ec18eaa0"
},
"Similarity":97.93476867675781
}
],
"FaceModelVersion":"3.0"
}
詳細については、「Amazon Rekognition 開発者ガイド」の「画像付きの顔を検索する」を参照してください。
-
API の詳細については、AWS CLI 「 コマンドリファレンス」のSearchFacesByImage
」を参照してください。
-
- Java
-
- Java 2.x のSDK
-
注記
GitHub には他にもあります。用例一覧を検索し、AWS コード例リポジトリ
での設定と実行の方法を確認してください。 import software.amazon.awssdk.regions.Region; import software.amazon.awssdk.services.rekognition.RekognitionClient; import software.amazon.awssdk.services.rekognition.model.SearchFacesRequest; import software.amazon.awssdk.services.rekognition.model.SearchFacesResponse; import software.amazon.awssdk.services.rekognition.model.FaceMatch; import software.amazon.awssdk.services.rekognition.model.RekognitionException; import java.util.List; /** * Before running this Java V2 code example, set up your development * environment, including your credentials. * * For more information, see the following documentation topic: * * https://docs.aws.amazon.com/sdk-for-java/latest/developer-guide/get-started.html */ public class SearchFaceMatchingIdCollection { public static void main(String[] args) { final String usage = """ Usage: <collectionId> <sourceImage> Where: collectionId - The id of the collection. \s sourceImage - The path to the image (for example, C:\\AWS\\pic1.png).\s """; if (args.length != 2) { System.out.println(usage); System.exit(1); } String collectionId = args[0]; String faceId = args[1]; Region region = Region.US_EAST_1; RekognitionClient rekClient = RekognitionClient.builder() .region(region) .build(); System.out.println("Searching for a face in a collections"); searchFacebyId(rekClient, collectionId, faceId); rekClient.close(); } public static void searchFacebyId(RekognitionClient rekClient, String collectionId, String faceId) { try { SearchFacesRequest searchFacesRequest = SearchFacesRequest.builder() .collectionId(collectionId) .faceId(faceId) .faceMatchThreshold(70F) .maxFaces(2) .build(); SearchFacesResponse imageResponse = rekClient.searchFaces(searchFacesRequest); System.out.println("Faces matching in the collection"); List<FaceMatch> faceImageMatches = imageResponse.faceMatches(); for (FaceMatch face : faceImageMatches) { System.out.println("The similarity level is " + face.similarity()); System.out.println(); } } catch (RekognitionException e) { System.out.println(e.getMessage()); System.exit(1); } } }
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API の詳細については、SearchFacesByImage AWS SDK for Java 2.x リファレンスの API を参照してください。
-
- Python
-
- Python 用 SDK (Boto3)
-
注記
GitHub には他にもあります。用例一覧を検索し、AWS コード例リポジトリ
での設定と実行の方法を確認してください。 class RekognitionCollection: """ Encapsulates an Amazon Rekognition collection. This class is a thin wrapper around parts of the Boto3 Amazon Rekognition API. """ def __init__(self, collection, rekognition_client): """ Initializes a collection object. :param collection: Collection data in the format returned by a call to create_collection. :param rekognition_client: A Boto3 Rekognition client. """ self.collection_id = collection["CollectionId"] self.collection_arn, self.face_count, self.created = self._unpack_collection( collection ) self.rekognition_client = rekognition_client @staticmethod def _unpack_collection(collection): """ Unpacks optional parts of a collection that can be returned by describe_collection. :param collection: The collection data. :return: A tuple of the data in the collection. """ return ( collection.get("CollectionArn"), collection.get("FaceCount", 0), collection.get("CreationTimestamp"), ) def search_faces_by_image(self, image, threshold, max_faces): """ Searches for faces in the collection that match the largest face in the reference image. :param image: The image that contains the reference face to search for. :param threshold: The match confidence must be greater than this value for a face to be included in the results. :param max_faces: The maximum number of faces to return. :return: A tuple. The first element is the face found in the reference image. The second element is the list of matching faces found in the collection. """ try: response = self.rekognition_client.search_faces_by_image( CollectionId=self.collection_id, Image=image.image, FaceMatchThreshold=threshold, MaxFaces=max_faces, ) image_face = RekognitionFace( { "BoundingBox": response["SearchedFaceBoundingBox"], "Confidence": response["SearchedFaceConfidence"], } ) collection_faces = [ RekognitionFace(face["Face"]) for face in response["FaceMatches"] ] logger.info( "Found %s faces in the collection that match the largest " "face in %s.", len(collection_faces), image.image_name, ) except ClientError: logger.exception( "Couldn't search for faces in %s that match %s.", self.collection_id, image.image_name, ) raise else: return image_face, collection_faces
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API の詳細については、SearchFacesByImage for Python (Boto3) Word リファレンス」を参照してください。 AWS SDK API
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