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Information × Registration Number 2120U007860, Article popup.category Препринт Title On Methods of Estimation of Image Aesthethic (AI translated) popup.author Kostyshyn IrynaKostyshyn Iryna popup.publication 01-01-2020 popup.source_user Український католицький університет popup.source https://hdl.handle.net/20.500.14570/4517 popup.publisher Description Evaluation of image aesthetics has been a longstanding problem in image processing and computer vision. Nowadays this topic is discussed more than ever, researchers attempt not only to measure the aesthetic quality of images but also to find new ap- plications of this methods. In this work, we research image assessment methods, their pitfalls. We try to propose new assessment methods for these tasks using acti- vation maps and explore the possibility of using such neural networks for training Image Restoration GANs. This work also incorporates the study of the relevance of existing methods on the example of their work on data not specially prepared for this specific task. popup.nrat_date 2025-11-05 Close