Search Results for author: Alexey Vilkin

Found 1 papers, 0 papers with code

ISP4ML: Understanding the Role of Image Signal Processing in Efficient Deep Learning Vision Systems

no code implementations18 Nov 2019 Patrick Hansen, Alexey Vilkin, Yury Khrustalev, James Imber, David Hanwell, Matthew Mattina, Paul N. Whatmough

In this work, we investigate the efficacy of the ISP in CNN classification tasks, and outline the system-level trade-offs between prediction accuracy and computational cost.

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