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Tensorflow implement of Artifacts Reduction Convolutional Neural Network

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Artifacts Reduction Convolutional Neural Network

This is a Tensorflow implementation of Artifacts Reduction Convolutional Neural Network.

Data Processing

  • Download BSDS500 dataset, rename the dataset folder as BSDS500 and put it in ./data directory

  • Download LIVE1 dataset, rename the dataset folder as databaserelease2 and put it in ./data directory

  • change matlab working directory to the/repository/path/data/code/source

  • run extract_data on matlab console

Training

  • cd src

  • python train.py

Testing

  • cd src

  • python test.py

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Tensorflow implement of Artifacts Reduction Convolutional Neural Network

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