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The CoreML Model Was Fine. The Photo Was Too Big.

This story is from 2026-10-13. It is preserved in the archive; the latest stories are on the live feed.

I hit a very ordinary computer-vision failure this week: the model was doing what I asked, but the image pipeline was making the task impossible. The app counts livestock on-device with a small YOLO/CoreML model. No network, no account, no server-side fallback. That constraint is useful, but it mea…

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  1. 2026-10-13 08:03 · DEV Community — AI
    The CoreML Model Was Fine. The Photo Was Too Big.

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