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Why object detectors miss small objects in big photos, and how tiling fixes it

Point an off-the-shelf object detector at a drone photo of a marina and it will tell you there are five boats. There are dozens. The model isn't bad; the pipeline throws the boats away before the model ever sees them. The resize problem Most real-time detectors, YOLO and its relatives included, are…

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  1. 2026-11-01 20:45 · DEV Community — Machine Learning
    Why object detectors miss small objects in big photos, and how tiling fixes it

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