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Simultaneous Enhancement and Super-Resolution
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data sample data Feb 5, 2020
models models Feb 2, 2020
utils measures Feb 2, 2020
README.md readme Feb 5, 2020
measure.py readme Feb 2, 2020
test_sesr_Keras.py readme Feb 2, 2020
test_sesr_TF.py

README.md

SESR: Simultaneous Enhancement and Super-Resolution

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Deep SESR model

  • An efficient model for underwater imagery; can be trained end-to-end for 2x-4x SESR
  • Model architecture and implementation details: https://arxiv.org/pdf/2002.01155.pdf
  • Weights for Deep SESR 2x with 1D FENet (trained on UFO-120) are provided in models/

UFO-120 dataset

  • 1500 training and 120 test samples (underwater images)
  • Facilitates paired training of 2x, 3x, and 4x SESR models
  • Also has annotated saliency maps for training saliency prediction models
  • Can be downloaded from: http://irvlab.cs.umn.edu/resources/ufo-120-dataset

More details: soon...

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