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arXiv cs.AI·

Breaking the accuracy-resource dilemma: a lightweight adaptive video inference enhancement

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In three linesVideo inference enhancement method using a fuzzy controller (FC-r) to dynamically adapt model sizes based on available device resources. Leverages spatiotemporal correlation across adjacent frames. Balances inference performance and resource efficiency without scaling up model complexity.
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