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rekognition-image-python-compare-faces.py

rekognition-image-python-scompare-faces.py demonstrates how to compare 2 faces.

# Copyright 2010-2019 Amazon.com, Inc. or its affiliates. All Rights Reserved. # # This file is licensed under the Apache License, Version 2.0 (the "License"). # You may not use this file except in compliance with the License. A copy of the # License is located at # # http://aws.amazon.com/apache2.0/ # # This file is distributed on an "AS IS" BASIS, WITHOUT WARRANTIES OR CONDITIONS # OF ANY KIND, either express or implied. See the License for the specific # language governing permissions and limitations under the License. import boto3 if __name__ == "__main__": # Replace sourceFile and targetFile with the image files you want to compare. sourceFile='source.jpg' targetFile='target.jpg' client=boto3.client('rekognition') imageSource=open(sourceFile,'rb') imageTarget=open(targetFile,'rb') response=client.compare_faces(SimilarityThreshold=70, SourceImage={'Bytes': imageSource.read()}, TargetImage={'Bytes': imageTarget.read()}) for faceMatch in response['FaceMatches']: position = faceMatch['Face']['BoundingBox'] confidence = str(faceMatch['Face']['Confidence']) print('The face at ' + str(position['Left']) + ' ' + str(position['Top']) + ' matches with ' + confidence + '% confidence') imageSource.close() imageTarget.close()

Sample Details

Service: rekognition

Last tested: 2019-01-3

Author: reesch (AWS)

Type: full-example

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