DEVELOPMENT OF AN ANN MODEL FOR DOWNSCALING

Mualliflar

  • Khabibullo Nosirov Professor, Department of TV and Radio Broadcasting Systems, Tashkent University of Information Technologies named after Muhammad al-Khwarizmi, Tashkent, Uzbekistan Muallif

;

ANN; downscaling; neurons; activation function.

Abstrak

Downscaling, the process of reducing the spatial resolution of an image, is a fundamental task in image processing with applications ranging from multimedia compression to real-time graphics rendering. In this paper, we present the development of an Artificial Neural Network (ANN) tailored specifically for downscaling an input image from an 8x8 resolution to a 2x2 resolution.

Iqtiboslar

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Nashr qilingan

2024-04-05

Iqtibos keltirish tartibi

DEVELOPMENT OF AN ANN MODEL FOR DOWNSCALING. (2024). Zamonaviy Dunyoda Amaliy Fanlar, 3(4), 9-11. https://www.in-academy.uz/index.php/ZDAF/article/view/12760