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Conveyor fruit inspection: detect/track on the belt, classify only in a fixed control cell (YOLOX + LightGBM, ~120 fps CPU)

https://github.com/olesha-ai/fruit-inspector-demo Building a line inspection station (apples first). On a moving belt you cannot grade wherever the fruit happens to be in the frame. You need a fixed control zone and stable object IDs while fruit passes through. Setup: USB camera 1920x1080, Intel i5…

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  1. 2026-10-06 14:29 · r/computervision
    Conveyor fruit inspection: detect/track on the belt, classify only in a fixed control cell (YOLOX + LightGBM, ~120 fps CPU)

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