Uchenyye zapiski UlGU. Seriya "Matematika i informatsionnyye tekhnologii"
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Uchenyye zapiski UlGU. Seriya "Matematika i informatsionnyye tekhnologii", 2022, Issue 2, Pages 123–129 (Mi ulsu155)  

Transfer learning based on the EfficientNetV2B0 neural network architecture in the problem of constructing a 3d human facemask

A. S. Shabalin, I. M. Eliseev

Ulyanovsk State University
References:
Abstract: The paper uses the transfer learning approach to retrain the EfficientNetV2B0 artificial neural network architecture in the problem of creating a 3D human mask. The developed model predicts 478 points of a person's face, each of the points is represented as a vector of three coordinates. A method of data labeling and an approach to learning are presented.
Keywords: artificial neural networks, transfer learning, 3D human mask, EfficientNetV2B0.
Received: 21.11.2022
Accepted: 08.12.2022
Document Type: Article
UDC: 519.68
Language: Russian
Citation: A. S. Shabalin, I. M. Eliseev, “Transfer learning based on the EfficientNetV2B0 neural network architecture in the problem of constructing a 3d human facemask”, Uchenyye zapiski UlGU. Seriya “Matematika i informatsionnyye tekhnologii”, 2022, no. 2, 123–129
Citation in format AMSBIB
\Bibitem{ShaEli22}
\by A.~S.~Shabalin, I.~M.~Eliseev
\paper Transfer learning based on the EfficientNetV2B0 neural network architecture in the problem of constructing a 3d human facemask
\jour Uchenyye zapiski UlGU. Seriya ``Matematika i informatsionnyye tekhnologii''
\yr 2022
\issue 2
\pages 123--129
\mathnet{http://mi.mathnet.ru/ulsu155}
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