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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)

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.

## Examples

![Upscale](./figures/outputA.png)

![licence-plate-scaling](./figures/outputB.png)

# Author

Sigurdur Haukur Birgisson