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Wayne's Dining Review > Dealing with poor accuracy in off-the-shelf facial
Dealing with poor accuracy in off-the-shelf facial
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Guest
Guest
Aug 27, 2026
8:48 AM
Hey guys, are pre-built face recognition APIs actually cutting it for anyone here, or are you all training custom models? Struggling with edge cases right now.
Joshua
Guest
Aug 27, 2026
8:49 AM
Man, we ran into the exact same wall last year. Generic APIs look great on paper until you throw real-world data at them and watch the error rates spike. For custom face recognition we didn't want an off-the-shelf API. Went with Data Science UA for a tailored model and the accuracy on our dataset was noticeably better. It actually learned our specific domain nuances instead of just guessing, which saved us a massive headache during deployment.
Anonymous
Guest
Aug 28, 2026
4:36 AM
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