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TensorFlow implementation of the FocNet

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The FocNet is a network introduced by Xixi Jia et al. in "Focnet: A fractional optimal control network for image denoising", CVPR 2019. If you use this network, please cite their work appropriately.

The official implementation is available here in Matlab.

The goal of this implementation in TensorFlow is to be easy to read and to adapt:

  • all the code is in one file
  • defaults are those from the paper
  • there is no other imports than from TensorFlow

Contributing

I am welcoming any feedback under the form of GitHub issues or Pull requests.

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  • Python 100.0%