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Design an image copyright-violation detection system

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MetaML designLast asked Feb 2026

Design a system that detects when users upload images that infringe someone's copyright on a large social platform.

Discuss where the reference set of protected images comes from, how you match uploads against it (including crops, edits and re-encodings), the models and embeddings, scaling the similarity search, thresholds and human review, appeals, and how you measure precision and recall.

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