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JOURNALS // Uchenyye zapiski UlGU. Seriya "Matematika i informatsionnyye tekhnologii" // Archive

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

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.

UDC: 519.68

Received: 21.11.2022
Accepted: 08.12.2022



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