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CCTV Facial Recognition: Why a 98% Match Proves Nothing

This story is from 2026-08-27. It is preserved in the archive; the latest stories are on the live feed.

Deconstructing why high confidence scores fail in video forensics highlights a fundamental architectural misunderstanding in computer vision: conflating continuous pixel ingestion with identity verification. For engineers designing biometric pipelines, security video footage and facial comparison s…

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  1. 2026-08-27 16:26 · DEV Community — Machine Learning
    CCTV Facial Recognition: Why a 98% Match Proves Nothing

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