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Development of Intelligent Algorithms for Interpretation of Images of the Remote Image of the Earth

Muhamediyeva Dilnoz TulkinovnaNational Research University, “Tashkent Institute of Irrigation and Agricultural Mechanization Engineers”,Tashkent,UzbekistanTukhtamuradov NozirResearch Institute for the Development of Digital Technologies and Artificial Intelligence,Tashkent,Uzbekistan
2022en
ABI

Abstract

The paper considers the problems of developing intelligent algorithms for interpreting images of a remote image of the earth, since the automatic interpretation of these images becomes relevant. In this context, reference datasets serve as important prerequisites for developing and testing intelligent interpretation algorithms. The paper discusses the problem of how to efficiently prepare a suitable reference dataset for the interpretation of remote sensing images. The paper discusses the problem of classification of remote sensing images using the Convolutional Neural Network.

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