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Simultaneous Enhancement and Super-Resolution
deep-sesr's Introduction
SESR: Simultaneous Enhancement and Super-Resolution
![im2](/data/p1.jpg)
![im2](/data/p2.jpg)
![im3](/data/p3.jpg)
- 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/
- 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
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