DeepPrivacy: A Generative Adversarial Network for Face Anonymization

10 Sep 2019Håkon HukkelåsRudolf MesterFrank Lindseth

We propose a novel architecture which is able to automatically anonymize faces in images while retaining the original data distribution. We ensure total anonymization of all faces in an image by generating images exclusively on privacy-safe information... (read more)

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Evaluation results from the paper

 SOTA for Face Anonymization on 2019_test set (using extra training data)

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Task Dataset Model Metric name Metric value Global rank Uses extra
training data
Face Anonymization 2019_test set sm 10% 122 # 1