Creating a collection - Amazon Rekognition

Creating a collection

You can use the CreateCollection operation to create a collection.

For more information, see Managing collections.

To create a collection (SDK)
  1. If you haven't already:

    1. Create or update a user with AmazonRekognitionFullAccess permissions. For more information, see Step 1: Set up an AWS account and create a User.

    2. Install and configure the AWS CLI and the AWS SDKs. For more information, see Step 2: Set up the AWS CLI and AWS SDKs.

  2. Use the following examples to call the CreateCollection operation.

    Java

    The following example creates a collection and displays its Amazon Resource Name (ARN).

    Change the value of collectionId to the name of the collection you want to create.

    //Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved. //PDX-License-Identifier: MIT-0 (For details, see https://github.com/awsdocs/amazon-rekognition-developer-guide/blob/master/LICENSE-SAMPLECODE.) package aws.example.rekognition.image; import com.amazonaws.services.rekognition.AmazonRekognition; import com.amazonaws.services.rekognition.AmazonRekognitionClientBuilder; import com.amazonaws.services.rekognition.model.CreateCollectionRequest; import com.amazonaws.services.rekognition.model.CreateCollectionResult; public class CreateCollection { public static void main(String[] args) throws Exception { AmazonRekognition rekognitionClient = AmazonRekognitionClientBuilder.defaultClient(); String collectionId = "MyCollection"; System.out.println("Creating collection: " + collectionId ); CreateCollectionRequest request = new CreateCollectionRequest() .withCollectionId(collectionId); CreateCollectionResult createCollectionResult = rekognitionClient.createCollection(request); System.out.println("CollectionArn : " + createCollectionResult.getCollectionArn()); System.out.println("Status code : " + createCollectionResult.getStatusCode().toString()); } }
    Java V2

    This code is taken from the AWS Documentation SDK examples GitHub repository. See the full example here.

    Replace the value of profile_name in the line that creates the Rekognition session with the name of your developer profile.

    //snippet-start:[rekognition.java2.create_collection.import] import software.amazon.awssdk.auth.credentials.ProfileCredentialsProvider; import software.amazon.awssdk.regions.Region; import software.amazon.awssdk.services.rekognition.RekognitionClient; import software.amazon.awssdk.services.rekognition.model.CreateCollectionResponse; import software.amazon.awssdk.services.rekognition.model.CreateCollectionRequest; import software.amazon.awssdk.services.rekognition.model.RekognitionException; //snippet-end:[rekognition.java2.create_collection.import] /** * 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 CreateCollection { public static void main(String[] args) { final String usage = "\n" + "Usage: " + " <collectionName> \n\n" + "Where:\n" + " collectionName - The name of the collection. \n\n"; if (args.length != 1) { System.out.println(usage); System.exit(1); } String collectionId = args[0]; Region region = Region.US_EAST_1; RekognitionClient rekClient = RekognitionClient.builder() .region(region) .credentialsProvider(ProfileCredentialsProvider.create("profile-name")) .build(); System.out.println("Creating collection: " +collectionId); createMyCollection(rekClient, collectionId ); rekClient.close(); } // snippet-start:[rekognition.java2.create_collection.main] public static void createMyCollection(RekognitionClient rekClient,String collectionId ) { try { CreateCollectionRequest collectionRequest = CreateCollectionRequest.builder() .collectionId(collectionId) .build(); CreateCollectionResponse collectionResponse = rekClient.createCollection(collectionRequest); System.out.println("CollectionArn: " + collectionResponse.collectionArn()); System.out.println("Status code: " + collectionResponse.statusCode().toString()); } catch(RekognitionException e) { System.out.println(e.getMessage()); System.exit(1); } } // snippet-end:[rekognition.java2.create_collection.main]
    AWS CLI

    This AWS CLI command displays the JSON output for the create-collection CLI operation.

    Replace the value of collection-id with the name of the collection you want to create.

    Replace the value of profile_name with the name of your developer profile.

    aws rekognition create-collection --profile profile-name --collection-id "collection-name"
    Python

    The following example creates a collection and displays its Amazon Resource Name (ARN).

    Change the value of collection_id to the name of collection you want to create. Replace the value of profile_name in the line that creates the Rekognition session with the name of your developer profile.

    # Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved. # PDX-License-Identifier: MIT-0 (For details, see https://github.com/awsdocs/amazon-rekognition-developer-guide/blob/master/LICENSE-SAMPLECODE.) import boto3 def create_collection(collection_id): session = boto3.Session(profile_name='profile-name') client = session.client('rekognition') # Create a collection print('Creating collection:' + collection_id) response = client.create_collection(CollectionId=collection_id) print('Collection ARN: ' + response['CollectionArn']) print('Status code: ' + str(response['StatusCode'])) print('Done...') def main(): collection_id = "collection-id" create_collection(collection_id) if __name__ == "__main__": main()
    .NET

    The following example creates a collection and displays its Amazon Resource Name (ARN).

    Change the value of collectionId to the name of collection you want to create.

    //Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved. //PDX-License-Identifier: MIT-0 (For details, see https://github.com/awsdocs/amazon-rekognition-developer-guide/blob/master/LICENSE-SAMPLECODE.) using System; using Amazon.Rekognition; using Amazon.Rekognition.Model; public class CreateCollection { public static void Example() { AmazonRekognitionClient rekognitionClient = new AmazonRekognitionClient(); String collectionId = "MyCollection"; Console.WriteLine("Creating collection: " + collectionId); CreateCollectionRequest createCollectionRequest = new CreateCollectionRequest() { CollectionId = collectionId }; CreateCollectionResponse createCollectionResponse = rekognitionClient.CreateCollection(createCollectionRequest); Console.WriteLine("CollectionArn : " + createCollectionResponse.CollectionArn); Console.WriteLine("Status code : " + createCollectionResponse.StatusCode); } }
    Node.JS

    In the following example, replace the value of region with the name of the region associated with your account and replace the value of collectionName with the desired name of your collection.

    Replace the value of profile_name in the line that creates the Rekognition session with the name of your developer profile.

    //Copyright 2018 Amazon.com, Inc. or its affiliates. All Rights Reserved. //PDX-License-Identifier: MIT-0 (For details, see https://github.com/awsdocs/amazon-rekognition-developer-guide/blob/master/LICENSE-SAMPLECODE.) import { CreateCollectionCommand} from "@aws-sdk/client-rekognition"; import { RekognitionClient } from "@aws-sdk/client-rekognition"; import {fromIni} from '@aws-sdk/credential-providers'; // Set the AWS Region. const REGION = "region-name"; //e.g. "us-east-1" // Set the profile name const profileName = "profile-name" // Name the collection const collectionName = "collection-name" const rekogClient = new RekognitionClient({region: REGION, credentials: fromIni({profile: profileName,}), }); const createCollection = async (collectionName) => { try { console.log(`Creating collection: ${collectionName}`) const data = await rekogClient.send(new CreateCollectionCommand({CollectionId: collectionName})); console.log("Collection ARN:") console.log(data.CollectionARN) console.log("Status Code:") console.log(String(data.StatusCode)) console.log("Success.", data); return data; } catch (err) { console.log("Error", err.stack); } }; createCollection(collectionName)

CreateCollection operation request

The input to CreationCollection is the name of the collection that you want to create.

{ "CollectionId": "MyCollection" }

CreateCollection operation response

Amazon Rekognition creates the collection and returns the Amazon Resource Name (ARN) of the newly created collection.

{ "CollectionArn": "aws:rekognition:us-east-1:acct-id:collection/examplecollection", "StatusCode": 200 }