One-stage detection: YOLOv8 · MAAI7602 Applied Computer Vision

A one-stage detector predicts a class score and a box at every location of a few feature grids in a single pass, then removes duplicates with NMS. How does a one-stage detector predict classes and boxes at every location in a single pass?

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