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Collaborative Deep Learning for Super-Resolving Blurry Text Images

paper

The tensorflow implementation of our peper "Collaborative Deep Learning for Super-Resolving Blurry Text Images".

Environment

  • Python 3.5.4
  • Tensorflow with GPU 1.6.0
  • numpy 1.14.2
  • scipy 1.0.1

Xu et al.'s dataset

  1. Download Xu et al.'s dataset for joint super-resolution and deblurring from BaiduNetdisk. Access code: 0hyp.
  2. Place the download dataset to 'dataset/Xu et al.'s dataset/'.

ComTex dataset

  1. Download the ComTex dataset for joint super-resolution and deblurring from BaiduNetdisk. Access code: 2fc9.
  2. Place the download dataset to 'dataset/ComTex/'.

model

  1. Download the pre-trained models from BaiduNetdisk. Access code: emqh.
  2. Place the download dataset to 'model/'.

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