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An implementation of FSRCNN in PyTorch

Originally authored by icpm

I did some minor modification to acquire better approach to the paper.

Requirement

  • python3.6
  • numpy
  • pytorch 1.0.0

Usage

dataset: create dir './dataset/BSDS500/images/[train, test]' and fill in your data

train:

$ python3 main.py

super resolve:

$ python3 super_resolve

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An implementation of FSRCNN in PyTorch

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