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JOURNALS // Vestnik KRAUNC. Fiziko-Matematicheskie Nauki // Archive

Vestnik KRAUNC. Fiz.-Mat. Nauki, 2021 Volume 35, Number 2, Pages 56–62 (Mi vkam475)

INFORMATION AND COMPUTATION TECHNOLOGIES

Using deep learning neural network model to solve the problems of classification of unwanted content in social media

A. S. Bobin

Vitus Bering Kamchatka State University

Abstract: When solving classification problems using deep learning, they face the problem of model convergence. This problem occurs due to the limited amount of data in the samples.

Keywords: deep learning models, transfer learning, cross entropy, softmax layers, InceptionV3.

UDC: 512.24

MSC: 68T07

DOI: 10.26117/2079-6641-2021-35-2-56-62



© Steklov Math. Inst. of RAS, 2024