SlowFast Networks for Video Recognition

ICCV, pp. 6201-6210, 2019.

Cited by: 168|Bibtex|Views264|DOI:https://doi.org/10.1109/ICCV.2019.00630
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Other Links: dblp.uni-trier.de|arxiv.org

Abstract:

We present SlowFast networks for video recognition. Our model involves (i) a Slow pathway, operating at low frame rate, to capture spatial semantics, and (ii) a Fast pathway, operating at high frame rate, to capture motion at fine temporal resolution. The Fast pathway can be made very lightweight by reducing its channel capacity, yet ca...More

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