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This skill empowers Claude to identify and eliminate redundancy within computer vision datasets by leveraging FiftyOne's brain operators. It automates the process of computing image embeddings, setting similarity thresholds, and visualizing clusters of nearly identical samples. Whether you are cleaning up a web-scraped dataset, removing exact file duplicates, or curating high-quality training data, this skill provides a structured workflow for data deduplication and quality assurance within the FiftyOne ecosystem, including direct integration with the FiftyOne App for visual review.