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The Total Was Right and the Structure Was Wrong: Stress-Testing a Flower-Counting Pipeline Against Light and Occlusion

This story is from 2026-10-19. It is preserved in the archive; the latest stories are on the live feed.

Author: Guangyi Zhao 1. The problem A crop-counting pipeline does not deliver one number. For yield estimates and labor scheduling, a grower needs two: how many flowers have opened, and how many buds are still closed. The first drives this week's harvest, the second next week's. The real deliverabl…

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  1. 2026-10-19 04:58 · DEV Community — AI
    The Total Was Right and the Structure Was Wrong: Stress-Testing a Flower-Counting Pipeline Against Light and Occlusion

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