Philipp Schmid 5/31/2022

Advanced PII detection and anonymization with Hugging Face Transformers and Amazon SageMaker

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This article provides a detailed tutorial on implementing advanced PII detection and anonymization. It explains how to replace Presidio's default Spacy engine with a Hugging Face Transformer model to identify entities like names and locations, and then deploy this custom solution as a service on Amazon SageMaker.

Advanced PII detection and anonymization with Hugging Face Transformers and Amazon SageMaker

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