© The Author(s), under exclusive license to APress Media, LLC, part of Springer Nature 2022
A. Kulkarni et al.Computer Vision Projects with PyTorchhttps://doi.org/10.1007/978-1-4842-8273-1_8

8. Image Super-Resolution

Akshay Kulkarni1  , Adarsha Shivananda2 and Nitin Ranjan Sharma3
Bangalore, Karnataka, India
Hosanagara tq, Shimoga dt, Karnataka, India
Bangalore, India

With the advent of high-resolution image capturing agents, the information captured in images is huge. Technology has moved from ultra HD to 4K and 8K resolutions. Movies are using high-resolution frames these days; however, there are also situations when they need to enhance a low-resolution image to a high-resolution one. Imagine a scene where the protagonist of a movie is ...

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