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yuanming-hu / exposure

Learning infinite-resolution image processing with GAN and RL from unpaired image datasets, using a differentiable photo editing model.
MIT License
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CNN function Approximate #12

Closed SugarMasuo closed 6 years ago

SugarMasuo commented 6 years ago

In experiments, have you ever compared the effect of CNN with different layers in this task? 4 is the minimum requirements considering performance？Thanks!

yuanming-hu commented 6 years ago

Thanks for the question. We do not claim the current network structure to be optimal. It's just a trade-off between output quality and development speed. The four-layer design is the outcome of a manual hyper-parameter search.