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README.md

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+# Reimplimentation of [Real-Time Single Image and Video Super-Resolution Using an Efficient Sub-Pixel Convolutional Neural Network](https://arxiv.org/abs/1609.05158)
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+CNN that upscales images by a factor of 3. Specifically trained on road and vehicle images. Thus, does well for images from the Icelandic Road and Coastal Administration (IRCA) cameras.
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+## Examples
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+![Upscale](./figures/outputA.png)
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+![licence-plate-scaling](./figures/outputB.png)
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+# Author
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+Sigurdur Haukur Birgisson