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Super Resolution is the process of enhancing the quality of an image by increasing the pixel count using deep learning.
This tutorial is comprised of two notebooks. Both follow a similar concept of using a model called Single Image Super Resolution (SISR) which is available from Open Model Zoo. It is based on this research paper.
If you have not installed all required dependencies, follow the Installation Guide.