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Enhancing Image Super-Resolution with Dual Compression Transformer

Dependencies

  • Python 3.8
  • PyTorch 1.8.0
  • NVIDIA GPU + CUDA
pip install -r requirements.txt
python setup.py develop

Test

  • We provide DCT with scale factors: x2, x3, x4.

  • Download testing (Set5, Set14, BSD100, Urban100, Manga109) datasets, place them in datasets/.

  • Run the following scripts.

    You can change the testing configuration in YML file, like 'test_DCT_light_x2.yml'.

    # DCT, reproduces results in Table 3 of the main paper
python basicsr/test.py -opt options/Test/test_DCT_light_x2.yml
python basicsr/test.py -opt options/Test/test_DCT_light_x3.yml
python basicsr/test.py -opt options/Test/test_DCT_light_x4.yml

  • The output is in results.

Acknowledgements

This code is built on BasicSR.