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Super Resolution — A basic study
May 26, 2022, 4:12 a.m. | Pranay Dugar
Towards Data Science - Medium towardsdatascience.com
Super Resolution — A Basic study
A study of super-resolution, its roots, and different types of loss functions that have been utilized generally for the model training
What is super-resolution?
Super-resolution is the task of reconstructing a photo-realistic high-resolution image from its counterpart low-resolution image. It has long been a challenging task in the computer vision fraternity.
[Source: Image by author]The main challenge in this task is to make it as photo-realistic as possible.
Photo-realism is a style of …artificial intelligence computer vision image processing machine learning study super resolution
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