|
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.
Received: 21.11.2022 Accepted: 08.12.2022
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
Linking options:
https://www.mathnet.ru/eng/ulsu155 https://www.mathnet.ru/eng/ulsu/y2022/i2/p123
|
Statistics & downloads: |
Abstract page: | 107 | Full-text PDF : | 55 | References: | 19 |
|