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Replay Pruning and Few-Bit Integer Inference for Hardware-Efficient Speed-Sign Recognition

Speed-limit sign recognition on an automotive camera system-on-chip (SoC) must fit a detector and a classifier (the reader) into the memory, arithmetic, and energy budgets of the device.

By Se Un Park, Kyungkeon Chung, Huigeol Kim, Junyoung ParkarXiv - cs.CV (CV)

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Originally published by arXiv - cs.CV (CV) on Oct 19, 2026.

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